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@ -118,3 +118,10 @@ army core one. v good.
I've decided to start with erdc one for now. Let's customize and reuse.
https://ctan.org/pkg/microtype
not a class, but a font package that allows adjusting letterspacing. Always required.

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v1.24:
* moved non-class related code into new package jmlrutils.sty
* fixed bug in \includeteximage
v1.23:
* added pmlr class option
v1.22:
* added oneside and twoside class options
v1.21:
* jmlr.cls
- added check for jmlr2e and pseudocode
- fixed bug in \thanks to fix footnote marker issue if there's
more than one \thanks
* jmlrbook.cls
- added \nopagebreak after \@editorialteam
v1.20:
* jmlrbook.cls
- added \jmlrprefaceheader, \jmlrlocation
v1.19:
* jmlrbook.cls
- changed \chapter* to \chapter in preface environment
v1.18:
* jmlrbook.cls
- patched to work with auxhook
- added draft and final options
- add \booklinebreak
* jmlr.cls
- Added calc and etoolbox as required packages
- Added draft and final options and removed \ds@draft
- Added starred version of \newtheorem
- Added \theorembodyfont, \theoremheaderfont, \theorempostheader
and \theoremsep
v1.17:
* jmlr.cls
- added \titletag
- added warnings if obsolete font commands (such as \bf) used
* jmlrbook.cls
- added 'articlet' page style
- \importarticle sets title page style to articlet
- \importpaper disables \jmlryear, \jmlrworkshop, \jmlrvolume
and \jmlrissue
- html title page uses jmlrvolume instead of volume
- added optional argument to \logo
v1.16:
* jmlr.cls
- added \@post@hyperref hook
* jmlrbook.cls
- added code to deal with \c@lenddoca clash
v1.15:
* jmlrbook.cls
- added 'algocf' and 'definition' counters to reset list in
\zeroextracounters
- added \theHalgocf
- removed dependence on \ps@headings in \ps@jmlrbook
- added \markleft
v1.14:
* jmlrbook.cls
- modified \jmlrwritepdfinfo to write book author and title
information to aux file
- fixed bug in fetching time zone information
v1.13:
* jmlrbook.cls
- added pdfxa option
- added \jmlrwritepdfinfo
- changed preface environment to use \chapter* instead of \chapter
* jmlr.cls
- added \@pre@hyperref hook
v1.12:
* jmlr.cls
- removed prehyperref package option.
- renamed \jmlr@prehyperref to \jmlrprehyperref
- added tabularx to list of problem packages.
- provided default value of \@shortitle
- added \titlebreak
- added optional argument to \Name
(\jmlrauthors now redefines \@jmlr@authors instead of
\@jmlrauthors)
- added chapter number to \theHsection to ensure unique
hyperlinks in book
* jmlrbook.cls
- Moved loading setspace and fink before jmlr.cls loaded
- changed \thechapter to \theHchapter in definition of
\theHalgorithm etc
- added \theHfootnote, \theHtable, \theHfigure
- in \importpubpaper etc, changed \@shortitle to \@title in toc
* makejmlrbook v0.31
- footnotes in abstract files changed to in-line parentheses.
- --batchtex option now also passes "-interaction=batchmode" to
htlatex
- added debugging option --noexecute
v1.11:
* jmlr.cls
- fixed typo: WC\&P -> W\&CP
- added \jmlrabbrnamelist (used by makejmlrbook)
* jmlrbook.cls
- now requires fink package
- added preface environment and \prefacename
- added algorithm2e old commands (in case some authors are using
an older version).
* makejmlrbook (v0.3):
- added changes made by Olivier Chapelle to add JMLR menu on the
left side of the page and use description environment for each
paper of the TOC.
- added --extractpreface option
- set hyperref draft mode for abstract only html pages.
- abstract html source files now input original aux files to allow
for citations.
v1.10:
jmlr.cls
* now loads xkeyval
* now loads hyperref (instead of jmlrbook loading it)
* added class option prehyperref={stuff to do before hyperref loaded}
* added class option tablecaption=<position> (where <position> can
either be top or bottom).
* fixed 10pt, 11pt and 12pt class options, which weren't having
any effect.
* modified \thanks to ensure hyperlink works correctly.
* added \mdseries to definition of \addr.
* added \startpage (used by jmlrmakebook).
* modified \artpart and \bookpart to correct bookmark level number
jmlrbook.cls
* code loading hyperref moved to jmlr.cls
* added 10pt, 11pt and 12pt class options.
* Removed redundant redefinition of \@bookpart
makejmlrbook (v0.2):
* Uses \startpage to set initial page number for stand-alone
articles.
* Makes subdirectories in html directory for each article.
* copies any image files generated by tex4ht into html directory.
* added time stamp at the end of each of the generated html file.
v1.09:
jmlr.cls
* now loads article.cls instead of scrartcl.cls
* Fixed sub-captions so that they don't exceed the width of the
sub-figure/table to which they refer.
* added \nametag, \reprint, \algocfconts, \theHsubfigure,
\booktocpreamble, \@partapp.
* Made \objectref robust
jmlrbook.cls
* Reset start and end document hook to avoid problems caused by
defining duplicate commands.
* Moved redefinition of \jmlrpremaketitlehook outside of import
macros.
* Moved \refstepcounter from \jmlrmaketitlehook to
\jmlrpremaketitlehook
* Added \jmlrimporthook
* Added \label to \jmlrmaketitlehook
v1.08:
* Fixed \thanks so that the footnote symbol is raised and isn't
followed by a full stop.
v1.07:
* Added check for two column
v1.06:
jmlr.cls
* Added tablecaptiontop and tablecaptionbottom class options
v1.05:
jmlrbook.cls
* Added \productioneditors
v1.04:
* Added Perl script makejmlrbook
jmlrbook.cls
* Added patch to fix references in print mode
* Added code to work with makejmlrbook
jmlr.cls
* Added code to work with makejmlrbook
v1.03:
jmlrbook.cls
* Added patch to combnat
jmlr.cls
* Added \editors, \editorname and \editorsname
v1.02:
jmlrbook.cls:
* Added \issue
jmlr.cls
* Added \jmlrissue
v1.01 :
jmlrbook.cls:
* added \importpaper
* added \titlebody, \SetTitleElement and \IfTitleElement to
make it easier to customise the front page of the book.
jmlr.cls:
* fixed the last page anchor.
v1.0 : Initial release

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INSTALLATION
If you have downloaded the jmlr bundle using the TeX Directory
Structure (TDS), that is you have downloaded the archive
jmlr.tds.zip containing doc, tex and source directories, you need to
follow the "Installing from TDS" instructions below.
If you have downloaded the following files:
jmlr.dtx
jmlr.ins
You need to follow the "Installing from DTX and INS" instructions
below.
For further information on installing LaTeX packages see:
http://www.tex.ac.uk/cgi-bin/texfaq2html?label=installthings
INSTALLING FROM TDS
===================
Files in tex and doc directories should go in the corresponding
TEXMF directories (for example, /usr/share/texmf-local/ or
C:\localtexmf\).
*Remember to refresh TeX's database*
Example (on UNIX like systems):
unzip jmlr.tds.zip -d ~/texmf/
texhash ~/texmf/
INSTALLING FROM DTX AND INS
===========================
Run LaTeX on jmlr.ins to generate jmlr.cls and jmlrbook.cls:
latex jmlr.ins
To create the documentation (jmlr.pdf):
pdflatex jmlr.dtx
makeindex -s gind.ist jmlr.idx
makeindex -s gglo.ist -o jmlr.gls jmlr.glo
pdflatex jmlr.dtx
pdflatex jmlr.dtx
If TEXMF denotes the base directory of your local TeX installation (e.g.
/usr/share/texmf-local/ or C:\localtexmf\) then create the following
directories (if they don't already exist):
TEXMF/doc/latex/jmlr
TEXMF/tex/latex/jmlr
Move the documentation to TEXMF/doc/latex/jmlr/
Move jmlrutils.sty, jmlr.cls and jmlrbook.cls to TEXMF/tex/latex/jmlr/
*Remember to refresh TeX's database*

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LaTeX Class : jmlr bundle v1.24
Last Modified : 2017-08-01
Author : Nicola L. C. Talbot
This bundle provides:
* jmlr class
* jmlrbook class
* jmlrutils package
The jmlr class is a LaTeX class for articles for the Journal of
Machine Learning Research (JMLR) or the Proceedings of Machine
Learning Research (PMLR) formerly JMLR Workshop and Conference
Proceedings (JMLR W&CP). It is designed as a replacement for both
jmlr2e.sty and jmlrwcp2e.sty.
The jmlrutils package is automatically loaded by the jmlr class, but
may be used with other classes. (You may need to additionally load
graphicx and algorithm2e, which jmlr.cls does automatically.)
The jmlrbook class is a LaTeX class that can be used to combine
articles written using the jmlr class into a book. The jmlrbook
class uses the combine class and the hyperref package to produce
either a colour hyperlinked book for on-line viewing or a greyscale
nonhyperlinked book for printing. Production editors can use the
makejmlrbookgui application
(http://www.dickimaw-books.com/software/makejmlrbookgui/) to
generate the proceedings. The makejmlrbook Perl script is deprecated
and may be removed in future releases.
INSTALLATION
See INSTALL file for installation instructions.
REQUIREMENTS
jmlr class requirements:
jmlrutils
xcolor
amsmath
amssymb
natbib
graphicx
url
algorithm2e
etoolbox
calc
hyperref
jmlrbook class requirements:
jmlr
combine
hyperref
xkeyval
combnat
setspace
fink
LICENCE
This material is subject to the LaTeX Project Public License.
See http://www.ctan.org/license/lppl1.3
for the details of that license.
RELATED SOFTWARE:
http://www.dickimaw-books.com/software/makejmlrbookgui/
Author's home page: http://www.dickimaw-books.com/

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% jmlr.ins generated using makedtx version 1.2 2017/8/1 16:57
\input docstrip
\preamble
jmlr.dtx
Copyright 2017 Nicola Talbot
This work may be distributed and/or modified under the
conditions of the LaTeX Project Public License, either version 1.3
of this license or (at your option) any later version.
The latest version of this license is in
http://www.latex-project.org/lppl.txt
and version 1.3 or later is part of all distributions of LaTeX
version 2005/12/01 or later.
This work has the LPPL maintenance status `maintained'.
The Current Maintainer of this work is Nicola Talbot.
This work consists of the files jmlr.dtx and jmlr.ins and the derived files jmlrutils.sty, jmlr.cls, jmlrbook.cls.
\endpreamble
\askforoverwritefalse
\generate{\file{jmlrutils.sty}{\usepreamble\defaultpreamble
\usepostamble\defaultpostamble\from{jmlr.dtx}{jmlrutils.sty,package}}
\file{jmlr.cls}{\usepreamble\defaultpreamble
\usepostamble\defaultpostamble\from{jmlr.dtx}{jmlr.cls,package}}
\file{jmlrbook.cls}{\usepreamble\defaultpreamble
\usepostamble\defaultpostamble\from{jmlr.dtx}{jmlrbook.cls,package}}
}
\endbatchfile

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This is pdfTeX, Version 3.14159265-2.6-1.40.15 (TeX Live 2015/dev/Debian) (preloaded format=latex 2018.11.28) 10 AUG 2019 16:45
entering extended mode
restricted \write18 enabled.
%&-line parsing enabled.
**jmlr.ins
(./jmlr.ins
LaTeX2e <2014/05/01>
Babel <3.9l> and hyphenation patterns for 2 languages loaded.
(/usr/share/texlive/texmf-dist/tex/latex/base/docstrip.tex
\blockLevel=\count79
\emptyLines=\count80
\processedLines=\count81
\commentsRemoved=\count82
\commentsPassed=\count83
\codeLinesPassed=\count84
\TotalprocessedLines=\count85
\TotalcommentsRemoved=\count86
\TotalcommentsPassed=\count87
\TotalcodeLinesPassed=\count88
\NumberOfFiles=\count89
\inFile=\read1
\inputcheck=\read2
\off@0=\count90
\off@1=\count91
\off@2=\count92
\off@3=\count93
\off@4=\count94
\off@5=\count95
\off@6=\count96
\off@7=\count97
\off@8=\count98
\off@9=\count99
\off@10=\count100
\off@11=\count101
\off@12=\count102
\off@13=\count103
\off@14=\count104
\off@15=\count105
\@maxfiles=\count106
\@maxoutfiles=\count107
Utility: `docstrip' 2.5e <2014/09/29>
English documentation <2014/09/29>
**********************************************************
* This program converts documented macro-files into fast *
* loadable files by stripping off (nearly) all comments! *
**********************************************************
********************************************************
* No Configuration file found, using default settings. *
********************************************************
)
Generating file(s) ./jmlrutils.sty ./jmlr.cls ./jmlrbook.cls
\openout0 = `./jmlrutils.sty'.
\openout1 = `./jmlr.cls'.
\openout2 = `./jmlrbook.cls'.
Processing file jmlr.dtx (jmlrutils.sty,package) -> jmlrutils.sty
(jmlr.cls,package) -> jmlr.cls
(jmlrbook.cls,package) -> jmlrbook.cls
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%
File jmlr.dtx ended by \endinput.
Lines processed: 6783
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Comments passed: 20
Codelines passed: 2551
)
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%%
%% This is file `jmlrutils.sty',
%% generated with the docstrip utility.
%%
%% The original source files were:
%%
%% jmlr.dtx (with options: `jmlrutils.sty,package')
%%
%% jmlr.dtx
%% Copyright 2017 Nicola Talbot
%%
%% This work may be distributed and/or modified under the
%% conditions of the LaTeX Project Public License, either version 1.3
%% of this license or (at your option) any later version.
%% The latest version of this license is in
%% http://www.latex-project.org/lppl.txt
%% and version 1.3 or later is part of all distributions of LaTeX
%% version 2005/12/01 or later.
%%
%% This work has the LPPL maintenance status `maintained'.
%%
%% The Current Maintainer of this work is Nicola Talbot.
%%
%% This work consists of the files jmlr.dtx and jmlr.ins and the derived files jmlrutils.sty, jmlr.cls, jmlrbook.cls.
%%
%% \CharacterTable
%% {Upper-case \A\B\C\D\E\F\G\H\I\J\K\L\M\N\O\P\Q\R\S\T\U\V\W\X\Y\Z
%% Lower-case \a\b\c\d\e\f\g\h\i\j\k\l\m\n\o\p\q\r\s\t\u\v\w\x\y\z
%% Digits \0\1\2\3\4\5\6\7\8\9
%% Exclamation \! Double quote \" Hash (number) \#
%% Dollar \$ Percent \% Ampersand \&
%% Acute accent \' Left paren \( Right paren \)
%% Asterisk \* Plus \+ Comma \,
%% Minus \- Point \. Solidus \/
%% Colon \: Semicolon \; Less than \<
%% Equals \= Greater than \> Question mark \?
%% Commercial at \@ Left bracket \[ Backslash \\
%% Right bracket \] Circumflex \^ Underscore \_
%% Grave accent \` Left brace \{ Vertical bar \|
%% Right brace \} Tilde \~}
%% First editor:
%% Second editor:
\ProvidesPackage{jmlrutils}[2017/08/01]
\newif\ifjmlrutilsmaths
\jmlrutilsmathstrue
\DeclareOption{maths}{\jmlrutilsmathstrue}
\DeclareOption{nomaths}{\jmlrutilsmathsfalse}
\newif\ifjmlrutilstheorems
\jmlrutilstheoremstrue
\DeclareOption{theorems}{\jmlrutilstheoremstrue}
\DeclareOption{notheorems}{\jmlrutilstheoremsfalse}
\newif\ifjmlrutilssubfloats
\jmlrutilssubfloatstrue
\DeclareOption{subfloats}{\jmlrutilssubfloatstrue}
\DeclareOption{nosubfloats}{\jmlrutilssubfloatsfalse}
\ProcessOptions
\RequirePackage{etoolbox}
\ifjmlrutilsmaths
\RequirePackage{amsmath}
\fi
\@ifundefined{iftablecaptiontop}
{\newif\iftablecaptiontop
\tablecaptiontoptrue}
{}
\newcommand*{\@jmlr@reflistsep}{, }
\newcommand*{\@jmlr@reflistlastsep}{ and }
\newcommand*{\sectionrefname}{Section}
\newcommand*{\sectionsrefname}{Sections}
\newcommand*{\equationrefname}{Equation}
\newcommand*{\equationsrefname}{Equations}
\newcommand*{\tablerefname}{Table}
\newcommand*{\tablesrefname}{Tables}
\newcommand*{\figurerefname}{Figure}
\newcommand*{\figuresrefname}{Figures}
\newcommand*{\algorithmrefname}{Algorithm}
\newcommand*{\algorithmsrefname}{Algorithms}
\newcommand*{\theoremrefname}{Theorem}
\newcommand*{\theoremsrefname}{Theorems}
\newcommand*{\lemmarefname}{Lemma}
\newcommand*{\lemmasrefname}{Lemmas}
\newcommand*{\remarkrefname}{Remark}
\newcommand*{\remarksrefname}{Remarks}
\newcommand*{\corollaryrefname}{Corollary}
\newcommand*{\corollarysrefname}{Corollaries}
\newcommand*{\definitionrefname}{Definition}
\newcommand*{\definitionsrefname}{Definitions}
\newcommand*{\conjecturerefname}{Conjecture}
\newcommand*{\conjecturesrefname}{Conjectures}
\newcommand*{\axiomrefname}{Axiom}
\newcommand*{\axiomsrefname}{Axioms}
\newcommand*{\examplerefname}{Example}
\newcommand*{\examplesrefname}{Examples}
\newcommand*{\appendixrefname}{Appendix}
\newcommand*{\appendixsrefname}{Appendices}
\newcommand*{\partrefname}{Part}
\newcommand*{\partsrefname}{Parts}
\newrobustcmd*{\objectref}[5]{%
\let\@objectname\@empty
\def\@objectref{}%
\let\@prevsep\@empty
\@for\@thislabel:=#1\do{%
\toks@{\@prevsep}%
\protected@edef\@objectref{\@objectref\the\toks@
#4\ref{\@thislabel}#5}%
\ifx\@objectname\@empty
\let\@objectname#2% singular tag
\else
\let\@objectname#3% plural tag
\let\@prevsep\@jmlr@reflistsep
\fi
}%
\ifx\@objectname#3% plural tag
\let\@prevsep\@jmlr@reflistlastsep
\fi
\@objectname~\@objectref
}
\newcommand*{\sectionref}[1]{%
\objectref{#1}{\sectionrefname}{\sectionsrefname}{}{}}
\newcommand*{\equationref}[1]{%
\objectref{#1}{\equationrefname}{\equationsrefname}()}
\newcommand*{\tableref}[1]{%
\objectref{#1}{\tablerefname}{\tablesrefname}{}{}}
\newcommand*{\figureref}[1]{%
\objectref{#1}{\figurerefname}{\figuresrefname}{}{}}
\newcommand*{\algorithmref}[1]{%
\objectref{#1}{\algorithmrefname}{\algorithmsrefname}{}{}}
\newcommand*{\theoremref}[1]{%
\objectref{#1}{\theoremrefname}{\theoremsrefname}{}{}}
\newcommand*{\lemmaref}[1]{%
\objectref{#1}{\lemmarefname}{\lemmasrefname}{}{}}
\newcommand*{\remarkref}[1]{%
\objectref{#1}{\remarkrefname}{\remarksrefname}{}{}}
\newcommand*{\corollaryref}[1]{%
\objectref{#1}{\corollaryrefname}{\corollarysrefname}{}{}}
\newcommand*{\definitionref}[1]{%
\objectref{#1}{\definitionrefname}{\definitionsrefname}{}{}}
\newcommand*{\conjectureref}[1]{%
\objectref{#1}{\conjecturerefname}{\conjecturesrefname}{}{}}
\newcommand*{\axiomref}[1]{%
\objectref{#1}{\axiomrefname}{\axiomsrefname}{}{}}
\newcommand*{\exampleref}[1]{%
\objectref{#1}{\examplerefname}{\examplesrefname}{}{}}
\newcommand*{\appendixref}[1]{%
\objectref{#1}{\appendixrefname}{\appendixsrefname}{}{}}
\newcommand*{\partref}[1]{%
\objectref{#1}{\partrefname}{\partsrefname}{}{}}
\newcommand{\floatconts}[3]{%
\@ifundefined{\@captype conts}{\tableconts{#1}{#2}{#3}}%
{\csname\@captype conts\endcsname{#1}{#2}{#3}}%
}
\providecommand{\tableconts}[3]{%
#2\label{#1}\vskip\baselineskip
{\centering #3\par}%
}
\newcommand{\figureconts}[3]{%
{\centering #3\par}%
\vskip\baselineskip
#2\label{#1}%
}
\newcommand{\algocfconts}[3]{%
\@algocf@pre@ruled
#2\label{#1}\kern2pt\hrule height.8pt depth0pt\kern2pt%
#3\@algocf@pre@ruled
}
\newenvironment{algorithm}[1][htbp]%
{%
\ifundef{\algocf}%
{`algorithm2e' package is required if you want to
use the algorithm environment}%
{}%
\begin{algocf}[#1]%
\renewcommand\@makecaption[2]{%
\hskip\AlCapHSkip
\parbox[t]{\hsize}{\algocf@captiontext{##1}{##2}}%
}%
}%
{%
\end{algocf}%
}
\AtBeginDocument{%
\@ifpackageloaded{graphicx}%
{\let\@jmlr@ifgraphicxloaded\@firstoftwo}%
{\let\@jmlr@ifgraphicxloaded\@secondoftwo}%
}
\newcommand*{\includeteximage}[2][]{%
\@jmlr@ifgraphicxloaded
{%
\def\Gin@req@sizes{%
\Gin@req@height\Gin@nat@height
\Gin@req@width\Gin@nat@width}%
\begingroup
\let\input@path\Ginput@path
\IfFileExists{#2}%
{%
\toks@{\input{#2}}%
\ifstrempty{#1}
{}%
{%
\@tempswatrue
\setkeys{Gin}{#1}%
\Gin@esetsize
}%
\the\toks@
}%
{\@warning{File `#2' not found}}%
\endgroup
}%
{\PackageError{jmlrutils}{`graphicx' package is required
if you want to use \string\includeteximage}{}}%
}
\ifjmlrutilssubfloats
\newcounter{subfigure}
\@addtoreset{subfigure}{figure}
\renewcommand*{\thesubfigure}{\alph{subfigure}}
\renewcommand*{\p@subfigure}{\expandafter\@p@subfigure}
\newcommand*{\@p@subfigure}[1]{%
\protect\@subfigurelabel{\thefigure}{\thesubfigure}%
}
\newcommand*\@subfigurelabel[2]{#1\subfigurelabel{#2}}
\newcommand*\@subfigref[1]{%
{%
\def\@subfigurelabel##1##2{\subfigurelabel{##2}}%
\ref{#1}%
}%
}
\newcommand*{\subfigref}[1]{%
\let\@objectname\@empty
\def\@objectref{}%
\let\@prevsep\@empty
\@for\@thislabel:=#1\do{%
\toks@{\@prevsep}%
\protected@edef\@objectref{\@objectref\the\toks@
\protect\@subfigref{\@thislabel}}%
\ifx\@objectname\@empty
\let\@objectname\@nil
\else
\let\@objectname\relax
\let\@prevsep\@jmlr@reflistsep
\fi
}%
\ifx\@objectname\relax
\let\@prevsep\@jmlr@reflistlastsep
\fi
\@objectref
}
\newcommand*{\subfigurelabel}[1]{(\emph{#1})}
\newsavebox\@subfloatcapbox
\newsavebox\@subfloatcontsbox
\newcommand*{\subfigure}[1][]{%
\bgroup
\def\@subfigcap{#1}%
\@subfigure
}
\newcommand*{\@subfigure}[2][b]{%
\advance\c@figure by 1\relax
\refstepcounter{subfigure}%
\sbox\@subfloatcapbox{\subfigurelabel{\thesubfigure}%
\ifx\@subfigcap\@empty
\else
\space\@subfigcap
\fi}%
\sbox\@subfloatcontsbox{#2}%
\settowidth{\@tempdima}{\usebox\@subfloatcontsbox}%
\settowidth{\@tempdimb}{\usebox\@subfloatcapbox}%
\ifdim\@tempdimb>\@tempdima
\settowidth\@tempdimb{\subfigurelabel{\thesubfigure}\space}%
\addtolength{\@tempdima}{-\@tempdimb}%
\sbox\@subfloatcapbox{\subfigurelabel{\thesubfigure}\space
\parbox[t]{\@tempdima}{\@subfigcap}}%
\fi
\begin{tabular}[#1]{@{}c@{}}%
\usebox\@subfloatcontsbox\\\usebox\@subfloatcapbox
\end{tabular}%
\egroup
}
\newcounter{subtable}
\@addtoreset{subtable}{table}
\renewcommand*{\thesubtable}{\alph{subtable}}
\renewcommand*{\p@subtable}{\expandafter\@p@subtable}
\newcommand*{\@p@subtable}[1]{%
\protect\@subtablelabel{\thetable}{\thesubtable}%
}
\newcommand*\@subtablelabel[2]{#1\subtablelabel{#2}}
\newcommand*\@subtabref[1]{%
{%
\def\@subtablelabel##1##2{\subtablelabel{##2}}%
\ref{#1}%
}%
}
\newcommand*{\subtabref}[1]{%
\let\@objectname\@empty
\def\@objectref{}%
\let\@prevsep\@empty
\@for\@thislabel:=#1\do{%
\toks@{\@prevsep}%
\protected@edef\@objectref{\@objectref\the\toks@
\protect\@subtabref{\@thislabel}}%
\ifx\@objectname\@empty
\let\@objectname\@nil
\else
\let\@objectname\relax
\let\@prevsep\@jmlr@reflistsep
\fi
}%
\ifx\@objectname\relax
\let\@prevsep\@jmlr@reflistlastsep
\fi
\@objectref
}
\newcommand*{\subtablelabel}[1]{(\emph{#1})}
\newcommand*{\subtable}[1][]{%
\def\@subtabcap{#1}%
\@subtable
}
\newcommand*{\@subtable}[2][t]{%
\refstepcounter{subtable}%
\sbox\@subfloatcapbox{\subtablelabel{\thesubtable}%
\ifx\@subtabcap\@empty
\else
\space\@subtabcap
\fi}%
\sbox\@subfloatcontsbox{#2}%
\settowidth{\@tempdima}{\usebox\@subfloatcontsbox}%
\settowidth{\@tempdimb}{\usebox\@subfloatcapbox}%
\ifdim\@tempdimb>\@tempdima
\settowidth\@tempdimb{\subtablelabel{\thesubtable}\space}%
\addtolength{\@tempdima}{-\@tempdimb}%
\sbox\@subfloatcapbox{\subtablelabel{\thesubtable}\space
\parbox[t]{\@tempdima}{\@subtabcap}}%
\fi
\begin{tabular}[#1]{@{}c@{}}%
\usebox\@subfloatcapbox\\\usebox\@subfloatcontsbox
\end{tabular}
}
\fi
\ifjmlrutilsmaths
\newcommand*{\set}[1]{\ensuremath{\mathcal{#1}}}
\let\orgvec\vec
\renewcommand*{\vec}[1]{\boldsymbol{#1}}
\fi
\newenvironment{enumerate*}%
{%
\ifnum\@enumdepth=0\relax
\setcounter{enumi}{0}%
\fi
\ifnum\@enumdepth>\thr@@
\@toodeep
\else
\advance\@enumdepth\@ne
\def\@enumctr{enumi}%
\list
{\labelenumi}%
{\@nmbrlisttrue\def\@listctr{enumi}%
\def\makelabel##1{\hss\llap{##1}}}%
\fi
}%
{\endlist}
\newenvironment{altdescription}[1]%
{\list{}%
{%
\settowidth{\labelwidth}{\altdescriptionlabel{#1}}%
\setlength{\labelsep}{15pt}%
\setlength{\leftmargin}{2\labelsep}%
\addtolength{\leftmargin}{\labelwidth}%
\setlength{\rightmargin}{\labelsep}%
\let\makelabel\altdescriptionlabel
}%
}%
{\endlist}
\newcommand*{\altdescriptionlabel}[1]{\normalfont\bfseries #1\hfill}
\newcommand*{\mailto}[1]{\texttt{#1}}
\ifjmlrutilstheorems
\newcommand{\jmlrBlackBox}{\rule{1.5ex}{1.5ex}}
\providecommand{\BlackBox}{\jmlrBlackBox}
\newcommand{\jmlrQED}{\hfill\jmlrBlackBox\par\bigskip}
\newenvironment{proof}%
{%
\par\noindent{\bfseries\upshape Proof\ }%
}%
{\jmlrQED}
\newcommand*{\theorembodyfont}[1]{%
\renewcommand*{\@theorembodyfont}{#1}%
}
\newcommand*{\@theorembodyfont}{\normalfont\itshape}%
\newcommand*{\theoremheaderfont}[1]{%
\renewcommand*{\@theoremheaderfont}{#1}%
}
\newcommand*{\@theoremheaderfont}{\normalfont\bfseries }%
\newcommand*{\theoremsep}[1]{%
\renewcommand*{\@theoremsep}{#1}%
}
\newcommand*{\@theoremsep}{}%
\newcommand*{\theorempostheader}[1]{%
\renewcommand*{\@theorempostheader}{#1}%
}
\newcommand*{\@theorempostheader}{}%
\let\jmlr@org@newtheorem\newtheorem
\renewcommand*{\newtheorem}{\@ifstar\jmlr@snewtheorem\jmlr@newtheorem}
\newcommand*{\jmlr@snewtheorem}[2]{%
\cslet{jmlr@thm@#1@body@font}{\@theorembodyfont}%
\cslet{jmlr@thm@#1@header@font}{\@theoremheaderfont}%
\cslet{jmlr@thm@#1@sep}{\@theoremsep}%
\cslet{jmlr@thm@#1@postheader}{\@theorempostheader}%
\newenvironment{#1}%
{%
\trivlist
\item
[%
\hskip\labelsep{\csuse{jmlr@thm@#1@header@font}#2%
\csuse{jmlr@thm@#1@postheader}%
}%
]%
\mbox{}\csuse{jmlr@thm@#1@sep}%
\csuse{jmlr@thm@#1@body@font}%
}%
{%
\endtrivlist
}%
}
\newcommand{\jmlr@newtheorem}[1]{%
\cslet{jmlr@thm@#1@body@font}{\@theorembodyfont}%
\cslet{jmlr@thm@#1@header@font}{\@theoremheaderfont}%
\cslet{jmlr@thm@#1@sep}{\@theoremsep}%
\cslet{jmlr@thm@#1@postheader}{\@theorempostheader}%
\jmlr@org@newtheorem{#1}%
}
\renewcommand*{\@xthm}[2]{%
\def\@jmlr@currentthm{#1}%
\@begintheorem{#2}{\csname the#1\endcsname}%
\ignorespaces
}
\def\@ythm#1#2[#3]{%
\def\@jmlr@currentthm{#1}%
\@opargbegintheorem{#2}{\csname the#1\endcsname}{#3}%
\ignorespaces
}
\renewcommand*{\@begintheorem}[2]{%
\ifdef{\@jmlr@currentthm}%
{%
\letcs{\jmlr@this@theoremheader}{jmlr@thm@\@jmlr@currentthm @header@font}%
\letcs{\jmlr@this@theorembody}{jmlr@thm@\@jmlr@currentthm @body@font}%
\letcs{\jmlr@this@theoremsep}{jmlr@thm@\@jmlr@currentthm @sep}%
\letcs{\jmlr@this@theorempostheader}%
{jmlr@thm@\@jmlr@currentthm @postheader}%
}%
{%
\let\jmlr@this@theorembody\@theorembodyfont
\let\jmlr@this@theoremheader\@theoremheaderfont
\let\jmlr@this@theoremsep\@theoremsep
\let\jmlr@this@theorempostheader\@theorempostheader
}%
\trivlist
\item
[%
\hskip\labelsep{\jmlr@this@theoremheader #1\ #2%
\jmlr@this@theorempostheader}%
]%
\mbox{}\jmlr@this@theoremsep
\jmlr@this@theorembody
}
\renewcommand*{\@opargbegintheorem}[3]{%
\ifdef{\@jmlr@currentthm}%
{%
\letcs{\jmlr@this@theoremheader}{jmlr@thm@\@jmlr@currentthm @header@font}%
\letcs{\jmlr@this@theorembody}{jmlr@thm@\@jmlr@currentthm @body@font}%
\letcs{\jmlr@this@theoremsep}{jmlr@thm@\@jmlr@currentthm @sep}%
\letcs{\jmlr@this@theorempostheader}%
{jmlr@thm@\@jmlr@currentthm @postheader}%
}%
{%
\let\jmlr@this@theorembody\@theorembodyfont
\let\jmlr@this@theoremheader\@theoremheaderfont
\let\jmlr@this@theoremsep\@theoremsep
\let\jmlr@this@theorempostheader\@theorempostheader
}%
\trivlist
\item[\hskip\labelsep{\jmlr@this@theoremheader #1\ #2\ (#3)%
\jmlr@this@theorempostheader}]%
\mbox{}\jmlr@this@theoremsep
\jmlr@this@theorembody
}
\newtheorem{example}{Example}
\newtheorem{theorem}{Theorem}
\newtheorem{lemma}[theorem]{Lemma}
\newtheorem{proposition}[theorem]{Proposition}
\newtheorem{remark}[theorem]{Remark}
\newtheorem{corollary}[theorem]{Corollary}
\newtheorem{definition}[theorem]{Definition}
\newtheorem{conjecture}[theorem]{Conjecture}
\newtheorem{axiom}[theorem]{Axiom}
\fi
\endinput
%%
%% End of file `jmlrutils.sty'.

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% Define \jmlrprehyperref to load packages before hyperref is
% loaded
\def\jmlrprehyperref{%
% Packages used by imported articles:
\usepackage{lipsum}
\usepackage{booktabs}
\usepackage{siunitx}
}
\documentclass[wcp,7x10]{jmlrbook}% on-line color version, 7inx10in
%\documentclass[wcp,gray,7x10]{jmlrbook}% print version, 7inx10in
% Load last
\ifprint{}{\usepackage{bookmark}}
% Title is added to the PDF properties. Optional argument
% is used instead, if present.
%\title[Short Title]{Big Long Title}
\title{A Sample Book}
\author[Anne Editor et al.]{Anne Editor, Anne Other Editor and Nicola Talbot}
% change the arguments, as appropriate, in the following:
\volume{1}
\subtitle{Making a Book from JMLR Articles}
\logo{\includegraphics{bookLogo}}
\team{The Sample Book Team}
\productioneditor{Nicola Talbot}
\begin{document}
\maketitle
\frontmatter
\chapter{Foreword}
This is an example book that combines multiple articles. Each
article uses the \textsf{jmlr} class file. \emph{The articles
should not need to be edited in order to combine them using this
class file.}\footnote{Unless the authors have done something
weird or have used problematic packages.} In particular, you
don't need to delete \verb|\documentclass|,
\verb|\begin{document}| and \verb|\end{document}|. The articles
should be able to compile on their own or as part of this book.
In the preamble of the book, you need to include the packages
that the articles include, but you don't need to include
any packages that are automatically loaded by the \textsf{jmlr}
class (\textsf{amsmath}, \textsf{amssymb}, \textsf{natbib},
\textsf{graphicx}, \textsf{url}, \textsf{xcolor} and
\textsf{algorithm2e}). You also don't need to include the
\textsf{hyperref} and \textsf{combnat} packages as they are
automatically loaded by \textsf{jmlrbook}. For example, some of the
articles imported in this book use the \textsf{lipsum} package,
so that package needs to be included in the preamble of the
book.
Commands defined in the imported articles will be local to that
article unless \verb|\gdef| or \verb|\global| has been used. This
means that if more than one article has defined the same command,
there shouldn't be a conflict unless the command has been defined
globally. For example, \texttt{paper1/paper1.tex} and
\texttt{paper2/paper2.tex} both define \verb|\samplecommand|, but
since \verb|\newcommand| has been used, rather than \verb|\gdef|,
there's no conflict. However, a problem will occur if the same
command is also defined in this document before either of those
files are imported.
Many packages must be loaded before \textsf{hyperref}. If these
packages haven't been loaded by \textsf{jmlr}, you will need
to specify them using \textsf{jmlrbook}'s \verb|\jmlrprehyperref|
hook. For example, to load the packages ``foo'' and ``bar'':
\begin{verbatim}
\def\jmlrprehyperref{\usepackage{foo}\usepackage{bar}}
\documentclass{jmlrbook}
\end{verbatim}
or:
\begin{verbatim}
\def\jmlrprehyperref{\usepackage{foo,bar}}
\documentclass{jmlrbook}
\end{verbatim}
The imported papers need to be placed inside the
\texttt{jmlrpapers} environment. Papers that have already
been published should be included using \verb|\importpubpaper|
and papers that haven't been published elsewhere should be
imported using \verb|\importarticle|. Both commands have an
optional argument that specifies the prefix to use in the labels
within the imported article. If omitted, the article's file
name is used.
Both articles and the book may have appendices and parts created.
Parts are created using \verb|\part|\{\emph{title}\}. Switch
to appendices using \verb|\appendix| and then use \verb|\chapter|
(for the book) or \verb|\section| (in imported articles).
Cross-referencing other parts of the book is done using the
usual \verb|\label| and \verb|\ref| mechanism. The \textsf{jmlr}
class additional provides convenience commands such as
\verb|\sectionref| and \verb|\figureref|. Unlike \verb|\ref|,
these commands may take a comma-separated list of labels as the
argument.
The \textsf{jmlrbook} additionally provides \verb|\chapterref|
(which can take a comma-separated list of labels) and commands
to reference imported articles (which take a single label
as the argument): \verb|\articlepageref| (the starting page of
the article), \verb|\articlepagesref| (the page range for the
article), \verb|\articletitleref| (the short title for the
article) and \verb|\articleauthorref| (the article's author).
You may also cross-reference parts of the imported articles,
but you need to prefix the label with the label supplied
in the optional argument of \verb|\importpubpaper| or
\verb|\importarticle|. (If omitted, this is given by
directory/file name.)
For example, the first appendix in this book is
\appendixref{apd:first}, but the first appendix in
``\articletitleref{paper1/paper1}'' by
\articleauthorref{paper1/paper1}
(pp.~\articlepagesref{paper1/paper1}) is
\appendixref{paper1/paper1apd:first}.
Here's a reference to a couple of tables in
\articletitleref{paper1/paper1}:
\tableref{paper1/paper1tab:sample,paper1/paper1tab:sample2}.
The author of a foreword (or other chapter) can sign off using
the \texttt{authorsignoff} environment. Each author should be
specified using \verb|\Author|.
\begin{authorsignoff}
\Author{Nicola Talbot\\
University of East Anglia}
\end{authorsignoff}
\begin{preface}
The preface environment should be used for the preface if you want
makejmlrbook to extract the preface and turn it into a standalone
document.
The editorial team can sign off at the end of the preface using
the \texttt{signoff} environment. This has two arguments: the
optional argument is a name for the editorial team (defaults to
``The Editorial Team'') and the mandatory argument is the date.
Within the environment, use \verb|\Editor| for each editor.
\begin{signoff}{March 2010}
% First editor:
\Editor{Nicola Talbot\\
University of East Anglia\\
\mailto{N.Talbot@uea.ac.uk}}
% Second editor:
\Editor{Anne Editor\\
University of Nowhere\\
\mailto{ae@sample.com}}
\end{signoff}
\end{preface}
\tableofcontents
\mainmatter
\part{First Part of the Book}
\chapter{Introduction}
This is an introduction to the book.
\section{Sample Section}
This is a section in the introduction.
\subsection{Sample Sub-Section}
This is a sub-section.
\subsubsection{Sample Sub-Sub-Section}
This is a sub-sub-section.
\paragraph{Sample Sub-Sub-Sub-Section}
This is a sub-sub-sub-section.
\subparagraph{Sample Sub-Sub-Sub-Sub-Section}
This is a sub-sub-sub-sub-section.
% Add a part to the TOC but don't print anything
\addtocpart{Papers Published in JMLR W\&CP}
\begin{jmlrpapers}
% Prepublished papers are imported using:
% \importpubpaper[label]{dir}{file}{pages}
% pages refers to the page range in the original publication
% which doesn't necessarily correspond to the page numbers in
% this book.
\importpubpaper{paper1}{paper1}{23--45}
\importpubpaper{paper2}{paper2}{63--70}
\end{jmlrpapers}
% Add a part to the TOC but don't print anything
\addtocpart{Unpublished Papers}
\begin{jmlrpapers}
% Unpublished papers are imported using:
% \importarticle[label]{dir}{file}
\importarticle{paper3}{paper3}
\importarticle{paper4}{paper4}
\end{jmlrpapers}
\appendix
\part{First Part of Appendices}\label{pt:apd1}
\chapter*{Introduction}
This is an introduction to \partref{pt:apd1}.
\chapter{First Appendix}
\label{apd:first}
This is an appendix.
\chapter{Second Appendix}
\label{apd:second}
This is another appendix.
\lipsum
\part{Second Part of Appendices}
\chapter{An Appendix}
\label{apd:third}
This is an appendix in another part.
\lipsum
\end{document}

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@article{guyon-elisseeff-03,
title = "An Introduction to Variable and Feature Selection",
author = "I. Guyon and A. Elisseeff",
journal = "JMLR",
volume = "3",
month = MAR,
pages = "1157-1182",
year = 2003
}
@techreport{guyon2007causalreport,
author = {I. Guyon and C. Aliferis and A. Elisseeff},
title = {Causal Feature Selection},
institution = {Clopinet},
year = 2007,
type = {Technical Report },
source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
}

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% This file is public domain
\documentclass[wcp]{jmlr}
\usepackage{lipsum}% Provides dummy text for this example
\newcommand{\samplecommand}{\emph{A sample command}}
\jmlrvolume{42}
\jmlryear{2010}
\jmlrworkshop{Workshop on Causality}
\title[Article 1]{First Sample Article}
\author{\Name{Jane Doe}\Email{jd@sample.com}\and
\Name{John {Smith Jones}}\Email{jsj@sample.com}\\
\addr{University of No Where}}
\editor{Anne Editor}
\begin{document}
\maketitle
\begin{abstract}
This abstract has a citation \citep{guyon-elisseeff-03}.
\lipsum[1]
\end{abstract}
\begin{keywords}
Sample
\end{keywords}
\section{Introduction}
This is a sample article. \sectionref{sec:method} discusses
the method used. \equationref{eq:emc2} is an interesting
equation. The results are discussed in \sectionref{sec:results}
and some other stuff is in \appendixref{apd:first}.\footnote{Here's
a footnote.}
\samplecommand.
\lipsum
\section{Method}\label{sec:method}
\lipsum
\begin{equation}\label{eq:emc2}
E = mc^2
\end{equation}
A network is shown in Figure~\ref{fig:network}.
\begin{figure}[htbp]
\floatconts
{fig:network}%
{\caption{A Network}}%
{\includegraphics{images/network}}%
\end{figure}
\section{Results}\label{sec:results}
\begin{table}[htbp]
\floatconts
{tab:sample}
{\caption{A Sample Table}}
{%
\begin{tabular}{cc}
A & B\\
1 & 2
\end{tabular}
}%
\end{table}
\begin{table}[htbp]
\floatconts
{tab:sample2}
{\caption{Another Sample Table}}
{%
\begin{tabular}{cc}
A & B\\
1 & 2
\end{tabular}
}%
\end{table}
\lipsum
Here are some citations:
\citet{guyon-elisseeff-03,guyon2007causalreport}.\footnote{And
here's another footnote.}
\bibliography{paper1}
\appendix
\section{First Appendix}\label{apd:first}
\lipsum
\end{document}

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@article{guyon-elisseeff-03,
title = "An Introduction to Variable and Feature Selection",
author = "I. Guyon and A. Elisseeff",
journal = "JMLR",
volume = "3",
month = MAR,
pages = "1157-1182",
year = 2003
}
@techreport{guyon2007causalreport,
author = {I. Guyon and C. Aliferis and A. Elisseeff},
title = {Causal Feature Selection},
institution = {Clopinet},
year = 2007,
type = {Technical Report },
source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
}

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% This file is public domain
\documentclass[wcp]{jmlr}
\usepackage{lipsum}% Provides dummy text for this example
\newcommand{\samplecommand}{\textbf{A sample command}}
\jmlrvolume{42}
\jmlryear{2010}
\jmlrworkshop{Workshop on Causality}
\title[Article 2]{Second Sample Article}
\author{\Name{Bob {de Winter}}\Email{bdw@sample.com}\\
\Name{{\'E}louise Mary Finchley}\Email{emf@sample.com}\\
\Name{Jack Mark Jones}\Email{jmj@sample.com}\\
\addr{University of No Where}}
\editor{Anne Other Editor}
\begin{document}
\maketitle
\begin{abstract}
\lipsum[1]
\end{abstract}
\begin{keywords}
Sample
\end{keywords}
\section{Introduction}
This is a sample article. \sectionref{sec:method} discusses
the method used. \equationref{eq:emc2} is an interesting
equation. The results are discussed in \sectionref{sec:results}
and some other stuff is in \appendixref{apd:first}.\footnote{Here's
a footnote.}
\samplecommand.
\lipsum
\section{Method}\label{sec:method}
\lipsum
\begin{equation}\label{eq:emc2}
E = mc^2
\end{equation}
\section{Results}\label{sec:results}
\lipsum
Here are some citations:
\citet{guyon-elisseeff-03,guyon2007causalreport}.\footnote{Here's
another footnote.}
\bibliography{paper2}
\appendix
\section{First Appendix}\label{apd:first}
\lipsum
\end{document}

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@article{guyon-elisseeff-03,
title = "An Introduction to Variable and Feature Selection",
author = "I. Guyon and A. Elisseeff",
journal = "JMLR",
volume = "3",
month = MAR,
pages = "1157-1182",
year = 2003
}
@techreport{guyon2007causalreport,
author = {I. Guyon and C. Aliferis and A. Elisseeff},
title = {Causal Feature Selection},
institution = {Clopinet},
year = 2007,
type = {Technical Report },
source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
}

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% This file is public domain
\documentclass[wcp]{jmlr}
\usepackage{lipsum}% Provides dummy text for this example
\title[Article 3]{Third Sample Article}
\author{\Name{John Smith}\Email{js@sample.com}\\
\addr{University of No Where}}
\editor{Anne Editor}
\begin{document}
\maketitle
\begin{abstract}
\lipsum[1]
\end{abstract}
\begin{keywords}
Sample
\end{keywords}
\section{Introduction}
This is a sample article. \sectionref{sec:method} discusses
the method used. \equationref{eq:emc2} is an interesting
equation. The results are discussed in \sectionref{sec:results}
and some other stuff is in \appendixref{apd:first}.\footnote{Here's
a footnote.}
\lipsum
\section{Method}\label{sec:method}
\lipsum
\begin{equation}\label{eq:emc2}
E = mc^2
\end{equation}
\section{Results}\label{sec:results}
\lipsum
Here are some citations:
\citet{guyon-elisseeff-03,guyon2007causalreport}.\footnote{Here's
another footnote.}
\bibliography{paper3}
\appendix
\section{First Appendix}\label{apd:first}
\lipsum
\end{document}

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@article{guyon-elisseeff-03,
title = "An Introduction to Variable and Feature Selection",
author = "I. Guyon and A. Elisseeff",
journal = "JMLR",
volume = "3",
month = MAR,
pages = "1157-1182",
year = 2003
}
@techreport{guyon2007causalreport,
author = {I. Guyon and C. Aliferis and A. Elisseeff},
title = {Causal Feature Selection},
institution = {Clopinet},
year = 2007,
type = {Technical Report },
source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
}

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% This file is public domain
\documentclass[wcp]{jmlr}
\usepackage{lipsum}% Provides dummy text for this example
\title[Article 4]{Fourth Sample Article}
\author{\Name{Mary-Jane {de Beer}}\Email{mjdb@sample.com}\\
\addr{University of No Where}}
\editor{Anne Editor}
\begin{document}
\maketitle
\begin{abstract}
\lipsum[1]
\end{abstract}
\begin{keywords}
Sample
\end{keywords}
\section{Introduction}
This is a sample article. \sectionref{sec:method} discusses
the method used. \equationref{eq:emc2} is an interesting
equation. The results are discussed in \sectionref{sec:results}
and some other stuff is in \appendixref{apd:first}.
\lipsum
\section{Method}\label{sec:method}
\lipsum
\begin{equation}\label{eq:emc2}
E = mc^2
\end{equation}
\section{Results}\label{sec:results}
\lipsum
Here are some citations: \citet{guyon-elisseeff-03,guyon2007causalreport}.
\bibliography{paper4}
\appendix
\section{First Appendix}\label{apd:first}
\lipsum
\end{document}

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% Most packages need to be loaded before hyperref
% so put them in the definition of \jmlrprehyperref
\def\jmlrprehyperref{%
% Packages used by imported articles:
\usepackage{lipsum}
}
%\documentclass[wcp,gray]{jmlrbook}
\documentclass[wcp]{jmlrbook}
\usepackage[T1]{fontenc}
\usepackage[utf8]{inputenc}
\ifprint{}{\usepackage{bookmark}}% load last
% Title is added to the PDF properties. Optional argument
% is used instead, if present.
%\title[Short Title]{Big Long Title}
\title{Sample Proceedings}
\author[Anne Editor et al.]{Anne Editor, Anne Other Editor and Nicola Talbot}
\subtitle{\thejmlrworkshop}
\jmlrvolume{42}
\jmlryear{2010}
\jmlrworkshop{Workshop on Causality}
\jmlrlocation{Somewhere}
\logo{\includegraphics{bookLogo}}
\begin{document}
\maketitle
\frontmatter
\chapter{Foreword}
This is the foreword.
\begin{authorsignoff}
\Author{Nicola Talbot\\
University of East Anglia}
\end{authorsignoff}
\begin{preface}
This is the preface.
\begin{signoff}{March 2010}
% First editor:
\Editor{Anne Editor\\
University of Nowhere\\
\mailto{ae@sample.com}}
% Second editor:
\Editor{Anne Other Editor\\
University of Nowhere\\
\mailto{aoe@sample.com}}
\end{signoff}
\end{preface}
\tableofcontents
\mainmatter
\begin{jmlrpapers}
\addtocpart{Introduction}
% syntax: \importpaper[label]{directory}{filename}
\importpaper{paper1}{paper1}
\addtocpart{First Topic}
\importpaper{paper2}{paper2}
\importpaper{paper3}{paper3}
\addtocpart{Second Topic}
\importpaper{paper4}{paper4}
\end{jmlrpapers}
\end{document}

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\frame{\begin{picture}(100,100)
\put(25,50){\dashbox{.5}(10,10){$A$}}
\put(50,50){\dashbox{.5}(10,10){$B$}}
\end{picture}}

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@article{guyon-elisseeff-03,
title = "An Introduction to Variable and Feature Selection",
author = "I. Guyon and A. Elisseeff",
journal = "JMLR",
volume = "3",
month = MAR,
pages = "1157-1182",
year = 2003
}
@techreport{guyon2007causalreport,
author = {I. Guyon and C. Aliferis and A. Elisseeff},
title = {Causal Feature Selection},
institution = {Clopinet},
year = 2007,
type = {Technical Report },
source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
}

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% use the "wcp" class option for workshop and conference
% proceedings
%\documentclass[gray]{jmlr} % test grayscale version
%\documentclass[tablecaption=bottom]{jmlr}% journal article
\documentclass[tablecaption=bottom,wcp]{jmlr} % W&CP article
% The following packages will be automatically loaded:
% amsmath, amssymb, natbib, graphicx, url, algorithm2e
%\usepackage{rotating}% for sideways figures and tables
%\usepackage{longtable}% for long tables
% The booktabs package is used by this sample document
% (it provides \toprule, \midrule and \bottomrule).
% Remove the next line if you don't require it.
\usepackage{booktabs}
% The siunitx package is used by this sample document
% to align numbers in a column by their decimal point.
% Remove the next line if you don't require it.
\usepackage[load-configurations=version-1]{siunitx} % newer version
%\usepackage{siunitx}
% The following command is just for this sample document:
\newcommand{\cs}[1]{\texttt{\char`\\#1}}% remove this in your real article
% Define an unnumbered theorem just for this sample document for
% illustrative purposes:
\theorembodyfont{\upshape}
\theoremheaderfont{\scshape}
\theorempostheader{:}
\theoremsep{\newline}
\newtheorem*{note}{Note}
% change the arguments, as appropriate, in the following:
\jmlrvolume{1}
\jmlryear{2010}
\jmlrsubmitted{submission date}
\jmlrpublished{publication date}
\jmlrworkshop{workshop title} % W&CP title
% The optional argument of \title is used in the header
\title[Short Title]{Full Title of Article\titlebreak This Title Has
A Line Break}
% Anything in the title that should appear in the main title but
% not in the article's header or the volume's table of
% contents should be placed inside \titletag{}
%\title{Title of the Article\titletag{\thanks{Some footnote}}}
% Use \Name{Author Name} to specify the name.
% If the surname contains spaces, enclose the surname
% in braces, e.g. \Name{John {Smith Jones}} similarly
% if the name has a "von" part, e.g \Name{Jane {de Winter}}.
% If the first letter in the forenames is a diacritic
% enclose the diacritic in braces, e.g. \Name{{\'E}louise Smith}
% \thanks must come after \Name{...} not inside the argument for
% example \Name{John Smith}\nametag{\thanks{A note}} NOT \Name{John
% Smith\thanks{A note}}
% Anything in the name that should appear in the title but not in the
% article's header or footer or in the volume's
% table of contents should be placed inside \nametag{}
% Two authors with the same address
\author{\Name{Author Name1\nametag{\thanks{A note}}} \Email{abc@sample.com}\and
\Name{Author Name2} \Email{xyz@sample.com}\\
\addr Address}
% Three or more authors with the same address:
% \author{\Name{Author Name1} \Email{an1@sample.com}\\
% \Name{Author Name2} \Email{an2@sample.com}\\
% \Name{Author Name3} \Email{an3@sample.com}\\
% \Name{Author Name4} \Email{an4@sample.com}\\
% \Name{Author Name5} \Email{an5@sample.com}\\
% \Name{Author Name6} \Email{an6@sample.com}\\
% \Name{Author Name7} \Email{an7@sample.com}\\
% \Name{Author Name8} \Email{an8@sample.com}\\
% \Name{Author Name9} \Email{an9@sample.com}\\
% \Name{Author Name10} \Email{an10@sample.com}\\
% \Name{Author Name11} \Email{an11@sample.com}\\
% \Name{Author Name12} \Email{an12@sample.com}\\
% \Name{Author Name13} \Email{an13@sample.com}\\
% \Name{Author Name14} \Email{an14@sample.com}\\
% \addr Address}
% Authors with different addresses:
% \author{\Name{Author Name1} \Email{abc@sample.com}\\
% \addr Address 1
% \AND
% \Name{Author Name2} \Email{xyz@sample.com}\\
% \addr Address 2
%}
\editor{Editor's name}
%\editors{Editor One and Editor Two}% for multiple editors
\begin{document}
\maketitle
\begin{abstract}
This is the abstract for this article.
\end{abstract}
\begin{keywords}
List of keywords
\end{keywords}
\section{Introduction}
\label{sec:intro}
This is a sample article that uses the \textsf{jmlr} class with
the \texttt{wcp} class option. Please follow the guidelines in
this sample document as it can help to reduce complications when
combining the articles into a book. Please avoid using obsolete
commands, such as \verb|\rm|, and obsolete packages, such as
\textsf{epsfig}.\footnote{See
\url{http://www.ctan.org/pkg/l2tabu}} Some packages that are known
to cause problems for the production editing process are checked for
by the \textsf{jmlr} class and will generate an error. (If you want
to know more about the production editing process, have a look at
the video tutorials for the production editors at
\url{http://www.dickimaw-books.com/software/makejmlrbookgui/videos/}.)
Please also ensure that your document will compile with PDF\LaTeX.
If you have an error message that's puzzling you, first check for it
at the UK TUG FAQ
\url{http://www.tex.ac.uk/cgi-bin/texfaq2html?label=man-latex}. If
that doesn't help, create a minimal working example (see
\url{http://theoval.cmp.uea.ac.uk/~nlct/latex/minexample/}) and post
to somewhere like \TeX\ on StackExchange
(\url{http://tex.stackexchange.com/}) or the \LaTeX\ Community Forum
(\url{http://www.latex-community.org/forum/}).
\begin{note}
This is an numbered theorem-like environment that was defined in
this document's preamble.
\end{note}
\subsection{Sub-sections}
Sub-sections are produced using \verb|\subsection|.
\subsubsection{Sub-sub-sections}
Sub-sub-sections are produced using \verb|\subsubsection|.
\paragraph{Sub-sub-sub-sections}
Sub-sub-sub-sections are produced using \verb|\paragraph|.
These are unnumbered with a running head.
\subparagraph{Sub-sub-sub-sub-sections}
Sub-sub-sub-sub-sections are produced using \verb|\subparagraph|.
These are unnumbered with a running head.
\section{Cross-Referencing}
Always use \verb|\label| and \verb|\ref| (or one of the commands
described below) when cross-referencing. For example, the next
section is Section~\ref{sec:math} but you can also refer to it using
\sectionref{sec:math}. The \textsf{jmlr} class
provides some convenient cross-referencing commands:
\verb|\sectionref|, \verb|\equationref|, \verb|\tableref|,
\verb|\figureref|, \verb|\algorithmref|, \verb|\theoremref|,
\verb|\lemmaref|, \verb|\remarkref|, \verb|\corollaryref|,
\verb|\definitionref|, \verb|\conjectureref|, \verb|\axiomref|,
\verb|\exampleref| and \verb|\appendixref|. The argument of these
commands may either be a single label or a comma-separated list
of labels. Examples:
Referencing sections: \sectionref{sec:math} or
\sectionref{sec:intro,sec:math} or
\sectionref{sec:intro,sec:math,sec:tables,sec:figures}.
Referencing equations: \equationref{eq:trigrule} or
\equationref{eq:trigrule,eq:df} or
\equationref{eq:trigrule,eq:f,eq:df,eq:y}.
Referencing tables: \tableref{tab:operatornames} or
\tableref{tab:operatornames,tab:example} or
\tableref{tab:operatornames,tab:example,tab:example-booktabs}.
Referencing figures: \figureref{fig:nodes} or
\figureref{fig:nodes,fig:teximage} or
\figureref{fig:nodes,fig:teximage,fig:subfigex} or
\figureref{fig:circle,fig:square}.
Referencing algorithms: \algorithmref{alg:gauss} or
\algorithmref{alg:gauss,alg:moore} or
\algorithmref{alg:gauss,alg:moore,alg:net}.
Referencing theorem-like environments: \theoremref{thm:eigenpow},
\lemmaref{lem:sample}, \remarkref{rem:sample},
\corollaryref{cor:sample}, \definitionref{def:sample},
\conjectureref{con:sample}, \axiomref{ax:sample} and
\exampleref{ex:sample}.
Referencing appendices: \appendixref{apd:first} or
\appendixref{apd:first,apd:second}.
\section{Equations}
\label{sec:math}
The \textsf{jmlr} class loads the \textsf{amsmath} package, so
you can use any of the commands and environments defined there.
(See the \textsf{amsmath} documentation for further
details.\footnote{Either \texttt{texdoc amsmath} or
\url{http://www.ctan.org/pkg/amsmath}})
Unnumbered single-lined equations should be displayed using
\verb|\[| and \verb|\]|. For example:
\[E = m c^2\]
or you can use the \texttt{displaymath} environment:
\begin{displaymath}
E = m c^2
\end{displaymath}
Numbered single-line equations should be displayed using the
\texttt{equation} environment. For example:
\begin{equation}\label{eq:trigrule}
\cos^2\theta + \sin^2\theta \equiv 1
\end{equation}
This can be referenced using \verb|\label| and \verb|\equationref|.
For example, \equationref{eq:trigrule}.
Multi-lined numbered equations should be displayed using the
\texttt{align} environment.\footnote{For reasons why you
shouldn't use the obsolete \texttt{eqnarray} environment, see
Lars Madsen, \emph{Avoid eqnarray!} TUGboat 33(1):21--25, 2012.} For example:
\begin{align}
f(x) &= x^2 + x\label{eq:f}\\
f'(x) &= 2x + 1\label{eq:df}
\end{align}
Unnumbered multi-lined equations can be displayed using the
\texttt{align*} environment. For example:
\begin{align*}
f(x) &= (x+1)(x-1)\\
&= x^2 - 1
\end{align*}
If you want to mix numbered with unnumbered lines use the
\texttt{align} environment and suppress unwanted line numbers with
\verb|\nonumber|. For example:
\begin{align}
y &= x^2 + 3x - 2x + 1\nonumber\\
&= x^2 + x + 1\label{eq:y}
\end{align}
An equation that is too long to fit on a single line can be
displayed using the \texttt{split} environment.
Text can be embedded in an equation using \verb|\text| or
\verb|\intertext| (as used in \theoremref{thm:eigenpow}).
See the \textsf{amsmath} documentation for further details.
\subsection{Operator Names}
\label{sec:op}
Predefined operator names are listed in \tableref{tab:operatornames}.
For additional operators, either use \verb|\operatorname|,
for example $\operatorname{var}(X)$ or declare it with
\verb|\DeclareMathOperator|, for example
\begin{verbatim}
\DeclareMathOperator{\var}{var}
\end{verbatim}
and then use this new command. If you want limits that go above and
below the operator (like \verb|\sum|) use the starred versions
(\verb|\operatorname*| or \verb|\DeclareMathOperator*|).
\begin{table*}[htbp]
\floatconts
{tab:operatornames}%
{\caption{Predefined Operator Names (taken from
\textsf{amsmath} documentation)}}%
{%
\begin{tabular}{rlrlrlrl}
\cs{arccos} & $\arccos$ & \cs{deg} & $\deg$ & \cs{lg} & $\lg$ & \cs{projlim} & $\projlim$ \\
\cs{arcsin} & $\arcsin$ & \cs{det} & $\det$ & \cs{lim} & $\lim$ & \cs{sec} & $\sec$ \\
\cs{arctan} & $\arctan$ & \cs{dim} & $\dim$ & \cs{liminf} & $\liminf$ & \cs{sin} & $\sin$ \\
\cs{arg} & $\arg$ & \cs{exp} & $\exp$ & \cs{limsup} & $\limsup$ & \cs{sinh} & $\sinh$ \\
\cs{cos} & $\cos$ & \cs{gcd} & $\gcd$ & \cs{ln} & $\ln$ & \cs{sup} & $\sup$ \\
\cs{cosh} & $\cosh$ & \cs{hom} & $\hom$ & \cs{log} & $\log$ & \cs{tan} & $\tan$ \\
\cs{cot} & $\cot$ & \cs{inf} & $\inf$ & \cs{max} & $\max$ & \cs{tanh} & $\tanh$ \\
\cs{coth} & $\coth$ & \cs{injlim} & $\injlim$ & \cs{min} & $\min$ \\
\cs{csc} & $\csc$ & \cs{ker} & $\ker$ & \cs{Pr} & $\Pr$
\end{tabular}\par
\begin{tabular}{rlrl}
\cs{varlimsup} & $\varlimsup$
& \cs{varinjlim} & $\varinjlim$\\
\cs{varliminf} & $\varliminf$
& \cs{varprojlim} & $\varprojlim$
\end{tabular}
}
\end{table*}
\section{Vectors and Sets}
\label{sec:vec}
Vectors should be typeset using \cs{vec}. For example $\vec{x}$.
(The original version of \cs{vec} can also be accessed using
\cs{orgvec}, for example $\orgvec{x}$.)
The \textsf{jmlr} class also provides \cs{set} to typeset a
set. For example $\set{S}$.
\section{Floats}
\label{sec:floats}
Floats, such as figures, tables and algorithms, are moving
objects and are supposed to float to the nearest convenient
location. Please don't force them to go in a particular place. In
general it's best to use the \texttt{htbp} specifier and don't
put the figure or table in the middle of a paragraph (that is
make sure there's a paragraph break above and below the float).
Floats are supposed to have a little extra space above and below
them to make them stand out from the rest of the text. This extra
spacing is put in automatically and shouldn't need modifying.
If your article will later be reprinted in the Challenges for
Machine Learning, please be aware that the CiML books use a
different paper size, so if you want to resize any images use a
scale relative to the line width (\verb|\linewidth|), text width
(\verb|\textwidth|) or text height (\verb|\textheight|).
To ensure consistency, please \emph{don't} try changing the format of the caption by doing
something like:
\begin{verbatim}
\caption{\textit{A Sample Caption.}}
\end{verbatim}
or
\begin{verbatim}
\caption{\em A Sample Caption.}
\end{verbatim}
You can, of course, change the font for individual words or
phrases, for example:
\begin{verbatim}
\caption{A Sample Caption With Some \emph{Emphasized Words}.}
\end{verbatim}
\subsection{Tables}
\label{sec:tables}
Tables should go in the \texttt{table} environment. Within this
environment use \verb|\floatconts| (defined by \textsf{jmlr})
to set the caption correctly and center the table contents.
The location of the caption depends on the \verb|tablecaption|
setting in the document class options.
\begin{table}[htbp]
% The first argument is the label.
% The caption goes in the second argument, and the table contents
% go in the third argument.
\floatconts
{tab:example}%
{\caption{An Example Table}}%
{\begin{tabular}{ll}
\bfseries Dataset & \bfseries Result\\
Data1 & 0.12345\\
Data2 & 0.67890\\
Data3 & 0.54321\\
Data4 & 0.09876
\end{tabular}}
\end{table}
If you want horizontal rules you can use the \textsf{booktabs}
package which provides the commands \verb|\toprule|,
\verb|\midrule| and \verb|\bottomrule|. For example, see
\tableref{tab:example-booktabs}.
\begin{table}[hbtp]
\floatconts
{tab:example-booktabs}
{\caption{A Table With Horizontal Lines}}
{\begin{tabular}{ll}
\toprule
\bfseries Dataset & \bfseries Result\\
\midrule
Data1 & 0.12345\\
Data2 & 0.67890\\
Data3 & 0.54321\\
Data4 & 0.09876\\
\bottomrule
\end{tabular}}
\end{table}
If you really want vertical lines as well, you can't use the
\textsf{booktabs} commands as there'll be some unwanted gaps.
Instead you can use \LaTeX's \verb|\hline|, but the rows may
appear a bit cramped. You can add extra space above or below a
row using \verb|\abovestrut| and \verb|\belowstrut|. For example,
see \tableref{tab:example-hline}. However, you might want to read
the \textsf{booktabs} documentation regarding the use of vertical
lines.
\begin{table}[htbp]
\floatconts
{tab:example-hline}
{\caption{A Table With Horizontal and Vertical Lines}}%
{%
\begin{tabular}{|l|l|}
\hline
\abovestrut{2.2ex}\bfseries Dataset & \bfseries Result\\\hline
\abovestrut{2.2ex}Data1 & 0.12345\\
Data2 & 0.67890\\
Data3 & 0.54321\\
\belowstrut{0.2ex}Data4 & 0.09876\\\hline
\end{tabular}
}
\end{table}
If you want to align numbers on their decimal point, you can
use the \textsf{siunitx} package. For example, see
\tableref{tab:example-siunitx}. For further details see the
\textsf{siunitx} documentation\footnote{Either \texttt{texdoc
siunitx} or \url{http://www.ctan.org/pkg/siunitx}}.
\begin{table}[htbp]
\floatconts
{tab:example-siunitx}
{\caption{A Table With Numbers Aligned on the Decimal Point}}
{\begin{tabular}{lS[tabformat=3.5]}
\bfseries Dataset & {\bfseries Result}\\
Data1 & 0.12345\\
Data2 & 10.6789\\
Data3 & 50.543\\
Data4 & 200.09876
\end{tabular}}
\end{table}
If the table is too wide, you can adjust the inter-column
spacing by changing the value of \verb|\tabcolsep|. For
example:
\begin{verbatim}
\setlength{\tabcolsep}{3pt}
\end{verbatim}
If the table is very wide but not very long, you can use the
\texttt{sidewaystable} environment defined in the
\textsf{rotating} package (so use \verb|\usepackage{rotating}|).
If the table is too long to fit on a page, you can use the
\texttt{longtable} environment defined in the \textsf{longtable}
package (so use \verb|\usepackage{longtable}|).
\subsection{Figures}
\label{sec:figures}
Figures should go in the \texttt{figure} environment. Within this
environment, use \verb|\floatconts| to correctly position the
caption and center the image. Use \verb|\includegraphics|
for external graphics files but omit the file extension. Do not
use \verb|\epsfig| or \verb|\psfig|. If you want to scale the
image, it's better to use a fraction of the line width rather
than an explicit length. For example, see \figureref{fig:nodes}.
\begin{figure}[htbp]
% Caption and label go in the first argument and the figure contents
% go in the second argument
\floatconts
{fig:nodes}
{\caption{Example Image}}
{\includegraphics[width=0.5\linewidth]{images/nodes}}
\end{figure}
If your image is made up of \LaTeX\ code (for example, commands
provided by the \textsf{pgf} package) you can include it using
\cs{includeteximage} (defined by the \textsf{jmlr} class). This
can be scaled and rotated in the same way as \cs{includegraphics}.
For example, see \figureref{fig:teximage}.
\begin{figure}[htbp]
\floatconts
{fig:teximage}
{\caption{Image Created Using \LaTeX\ Code}}
{\includeteximage[angle=45]{images/teximage}}
\end{figure}
If the figure is too wide to fit on the page, you can use the
\texttt{sidewaysfigure} environment defined in the
\textsf{rotating} package.
Don't use \verb|\graphicspath|.\footnote{This is specific to the
\textsf{jmlr} class, not a general recommendation. The main file
that generates the proceedings or the CiML book is typically in a
different directory to the imported articles, so it modifies the
graphics path when it imports an article.} If the images
are contained in a subdirectory, specify this when you include the image, for
example \verb|\includegraphics{figures/mypic}|.
\subsubsection{Sub-Figures}
\label{sec:subfigures}
Sub-figures can be created using \verb|\subfigure|, which is
defined by the \textsf{jmlr} class. The optional argument allows
you to provide a subcaption. The label should be placed in the
mandatory argument of \verb|\subfigure|. You can reference the
entire figure, for example \figureref{fig:subfigex}, or you can
reference part of the figure using \verb|\figureref|, for example
\figureref{fig:circle}. Alternatively you can reference the
subfigure using \verb|\subfigref|, for example
\subfigref{fig:circle,fig:square} in \figureref{fig:subfigex}.
\begin{figure}[htbp]
\floatconts
{fig:subfigex}
{\caption{An Example With Sub-Figures.}}
{%
\subfigure[A Circle]{\label{fig:circle}%
\includegraphics[width=0.2\linewidth]{images/circle}}%
\qquad
\subfigure[A Square]{\label{fig:square}%
\includegraphics[width=0.2\linewidth]{images/square}}
}
\end{figure}
By default, the sub-figures are aligned on the baseline.
This can be changed using the second optional argument
of \verb|\subfigure|. This may be \texttt{t} (top), \texttt{c}
(centered) or \texttt{b} (bottom). For example, the subfigures
\subfigref{fig:circle2,fig:square2} in \figureref{fig:subfigex2}
both have \verb|[c]| as the second optional argument.
\begin{figure}[htbp]
\floatconts
{fig:subfigex2}
{\caption{Another Example With Sub-Figures.}}
{%
\subfigure[A Small Circle][c]{\label{fig:circle2}%
\includegraphics[width=0.1\linewidth]{images/circle}}%
\qquad
\subfigure[A Square][c]{\label{fig:square2}%
\includegraphics[width=0.2\linewidth]{images/square}}
}
\end{figure}
\subsection{Sub-Tables}
\label{sec:subtables}
There is an analogous command \verb|\subtable| for sub-tables.
It has the same syntax as \verb|\subfigure| described above.
You can reference the table using \verb|\tableref|, for example
\tableref{tab:subtabex} or you can reference part of the table,
for example \tableref{tab:ab}. Alternatively you can reference the
subtable using \verb|\subtabref|, for example
\subtabref{tab:ab,tab:cd} in \tableref{tab:subtabex}.
\begin{table}[htbp]
\floatconts
{tab:subtabex}
{\caption{An Example With Sub-Tables}}
{%
\subtable{%
\label{tab:ab}%
\begin{tabular}{cc}
\bfseries A & \bfseries B\\
1 & 2
\end{tabular}
}\qquad
\subtable{%
\label{tab:cd}%
\begin{tabular}{cc}
\bfseries C & \bfseries D\\
3 & 4\\
5 & 6
\end{tabular}
}
}
\end{table}
By default, the sub-tables are aligned on the top.
This can be changed using the second optional argument
of \verb|\subtable|. This may be \texttt{t} (top), \texttt{c}
(centered) or \texttt{b} (bottom). For example, the sub-tables
\subtabref{tab:ab2,tab:cd2} in \tableref{tab:subtabex2}
both have \verb|[c]| as the second optional argument.
\begin{table}[htbp]
\floatconts
{tab:subtabex2}
{\caption{Another Example With Sub-Tables}}
{%
\subtable[][c]{%
\label{tab:ab2}%
\begin{tabular}{cc}
\bfseries A & \bfseries B\\
1 & 2
\end{tabular}
}\qquad
\subtable[][c]{%
\label{tab:cd2}%
\begin{tabular}{cc}
\bfseries C & \bfseries D\\
3 & 4\\
5 & 6
\end{tabular}
}
}
\end{table}
\subsection{Algorithms}
\label{sec:algorithms}
Enumerated textual algorithms can be displayed using the
\texttt{algorithm} environment. Within this environment, use
\verb|\caption| to set the caption and you can use an
\texttt{enumerate} or nested \texttt{enumerate} environments.
For example, see \algorithmref{alg:gauss}. Note that algorithms
float like figures and tables.
\begin{algorithm}[htbp]
\floatconts
{alg:gauss}%
{\caption{The Gauss-Seidel Algorithm}}%
{%
\begin{enumerate}
\item For $k=1$ to maximum number of iterations
\begin{enumerate}
\item For $i=1$ to $n$
\begin{enumerate}
\item $x_i^{(k)} =
\frac{b_i - \sum_{j=1}^{i-1}a_{ij}x_j^{(k)}
- \sum_{j=i+1}^{n}a_{ij}x_j^{(k-1)}}{a_{ii}}$
\item If $\|\vec{x}^{(k)}-\vec{x}^{(k-1)} < \epsilon\|$,
where $\epsilon$ is a specified stopping criteria, stop.
\end{enumerate}
\end{enumerate}
\end{enumerate}
}%
\end{algorithm}
If you'd rather have the same numbering throughout the algorithm
but still want the convenient indentation of nested
\texttt{enumerate} environments, you can use the
\texttt{enumerate*} environment provided by the \textsf{jmlr}
class. For example, see \algorithmref{alg:moore}.
\begin{algorithm}
\floatconts
{alg:moore}%
{\caption{Moore's Shortest Path}}%
{%
Given a connected graph $G$, where the length of each edge is 1:
\begin{enumerate*}
\item Set the label of vertex $s$ to 0
\item Set $i=0$
\begin{enumerate*}
\item \label{step:locate}Locate all unlabelled vertices
adjacent to a vertex labelled $i$ and label them $i+1$
\item If vertex $t$ has been labelled,
\begin{enumerate*}
\item[] the shortest path can be found by backtracking, and
the length is given by the label of $t$.
\end{enumerate*}
otherwise
\begin{enumerate*}
\item[] increment $i$ and return to step~\ref{step:locate}
\end{enumerate*}
\end{enumerate*}
\end{enumerate*}
}%
\end{algorithm}
Pseudo code can be displayed using the \texttt{algorithm2e}
environment. This is defined by the \textsf{algorithm2e} package
(which is automatically loaded) so check the \textsf{algorithm2e}
documentation for further details.\footnote{Either \texttt{texdoc
algorithm2e} or \url{http://www.ctan.org/pkg/algorithm2e}}
For an example, see \algorithmref{alg:net}.
\begin{algorithm2e}
\caption{Computing Net Activation}
\label{alg:net}
% older versions of algorithm2e have \dontprintsemicolon instead
% of the following:
%\DontPrintSemicolon
% older versions of algorithm2e have \linesnumbered instead of the
% following:
%\LinesNumbered
\KwIn{$x_1, \ldots, x_n, w_1, \ldots, w_n$}
\KwOut{$y$, the net activation}
$y\leftarrow 0$\;
\For{$i\leftarrow 1$ \KwTo $n$}{
$y \leftarrow y + w_i*x_i$\;
}
\end{algorithm2e}
\section{Description Lists}
The \textsf{jmlr} class also provides a description-like
environment called \texttt{altdescription}. This has an
argument that should be the widest label in the list. Compare:
\begin{description}
\item[add] A method that adds two variables.
\item[differentiate] A method that differentiates a function.
\end{description}
with
\begin{altdescription}{differentiate}
\item[add] A method that adds two variables.
\item[differentiate] A method that differentiates a function.
\end{altdescription}
\section{Theorems, Lemmas etc}
\label{sec:theorems}
The following theorem-like environments are predefined by
the \textsf{jmlr} class: \texttt{theorem}, \texttt{example},
\texttt{lemma}, \texttt{proposition}, \texttt{remark},
\texttt{corollary}, \texttt{definition}, \texttt{conjecture}
and \texttt{axiom}. You can use the \texttt{proof} environment
to display the proof if need be, as in \theoremref{thm:eigenpow}.
\begin{theorem}[Eigenvalue Powers]\label{thm:eigenpow}
If $\lambda$ is an eigenvalue of $\vec{B}$ with eigenvector
$\vec{\xi}$, then $\lambda^n$ is an eigenvalue of $\vec{B}^n$
with eigenvector $\vec{\xi}$.
\begin{proof}
Let $\lambda$ be an eigenvalue of $\vec{B}$ with eigenvector
$\xi$, then
\begin{align*}
\vec{B}\vec{\xi} &= \lambda\vec{\xi}
\intertext{premultiply by $\vec{B}$:}
\vec{B}\vec{B}\vec{\xi} &= \vec{B}\lambda\vec{\xi}\\
\Rightarrow \vec{B}^2\vec{\xi} &= \lambda\vec{B}\vec{\xi}\\
&= \lambda\lambda\vec{\xi}\qquad
\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
&= \lambda^2\vec{\xi}
\end{align*}
Therefore true for $n=2$. Now assume true for $n=k$:
\begin{align*}
\vec{B}^k\vec{\xi} &= \lambda^k\vec{\xi}
\intertext{premultiply by $\vec{B}$:}
\vec{B}\vec{B}^k\vec{\xi} &= \vec{B}\lambda^k\vec{\xi}\\
\Rightarrow \vec{B}^{k+1}\vec{\xi} &= \lambda^k\vec{B}\vec{\xi}\\
&= \lambda^k\lambda\vec{\xi}\qquad
\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
&= \lambda^{k+1}\vec{\xi}
\end{align*}
Therefore true for $n=k+1$. Therefore, by induction, true for all
$n$.
\end{proof}
\end{theorem}
\begin{lemma}[A Sample Lemma]\label{lem:sample}
This is a lemma.
\end{lemma}
\begin{remark}[A Sample Remark]\label{rem:sample}
This is a remark.
\end{remark}
\begin{corollary}[A Sample Corollary]\label{cor:sample}
This is a corollary.
\end{corollary}
\begin{definition}[A Sample Definition]\label{def:sample}
This is a definition.
\end{definition}
\begin{conjecture}[A Sample Conjecture]\label{con:sample}
This is a conjecture.
\end{conjecture}
\begin{axiom}[A Sample Axiom]\label{ax:sample}
This is an axiom.
\end{axiom}
\begin{example}[An Example]\label{ex:sample}
This is an example.
\end{example}
\section{Color vs Grayscale}
\label{sec:color}
It's helpful if authors supply grayscale versions of their
images in the event that the article is to be incorporated into
a black and white printed book. With external PDF, PNG or JPG
graphic files, you just need to supply a grayscale version of the
file. For example, if the file is called \texttt{myimage.png},
then the gray version should be \texttt{myimage-gray.png} or
\texttt{myimage-gray.pdf} or \texttt{myimage-gray.jpg}. You don't
need to modify your code. The \textsf{jmlr} class checks for
the existence of the grayscale version if it is print mode
(provided you have used \verb|\includegraphics| and haven't
specified the file extension).
You can use \verb|\ifprint| to determine which mode you are in.
For example, in \figureref{fig:nodes}, the
\ifprint{dark gray}{purple} ellipse represents an input and the
\ifprint{light gray}{yellow} ellipse represents an output.
Another example: {\ifprint{\bfseries}{\color{red}}important text!}
You can use the class option \texttt{gray} to see how the
document will appear in gray scale mode. \textcolor{blue}{Colored
text} will automatically be converted to gray scale in print mode.
The \textsf{jmlr} class loads the \textsf{xcolor}
package, so you can also define your own colors. For example:
\ifprint
{\definecolor{myred}{gray}{0.5}}%
{\definecolor{myred}{rgb}{0.5,0,0}}%
\textcolor{myred}{XYZ}.
The \textsf{xcolor} class is loaded with the \texttt{x11names}
option, so you can use any of the x11 predefined colors (listed
in the \textsf{xcolor} documentation\footnote{either
\texttt{texdoc xcolor} or \url{http://www.ctan.org/pkg/xcolor}}).
\section{Citations and Bibliography}
\label{sec:cite}
The \textsf{jmlr} class automatically loads \textsf{natbib}
and automatically sets the bibliography style, so you don't need to
use \verb|\bibliographystyle|.
This sample file has the citations defined in the accompanying
BibTeX file \texttt{jmlr-sample.bib}. For a parenthetical
citation use \verb|\citep|. For example
\citep{guyon-elisseeff-03}. For a textual citation use
\verb|\citet|. For example \citet{guyon2007causalreport}.
Both commands may take a comma-separated list, for example
\citet{guyon-elisseeff-03,guyon2007causalreport}.
These commands have optional arguments and have a starred
version. See the \textsf{natbib} documentation for further
details.\footnote{Either \texttt{texdoc natbib} or
\url{http://www.ctan.org/pkg/natbib}}
The bibliography is displayed using \verb|\bibliography|.
\acks{Acknowledgements go here.}
\bibliography{jmlr-sample}
\appendix
\section{First Appendix}\label{apd:first}
This is the first appendix.
\section{Second Appendix}\label{apd:second}
This is the second appendix.
\end{document}

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%\documentclass[wcp,gray]{jmlr} % test grayscale version
%\documentclass[wcp]{jmlr}% former name JMLR W\&CP
\documentclass[pmlr]{jmlr}% new name PMLR (Proceedings of Machine Learning)
% The following packages will be automatically loaded:
% amsmath, amssymb, natbib, graphicx, url, algorithm2e
%\usepackage{rotating}% for sideways figures and tables
\usepackage{longtable}% for long tables
% The booktabs package is used by this sample document
% (it provides \toprule, \midrule and \bottomrule).
% Remove the next line if you don't require it.
\usepackage{booktabs}
% The siunitx package is used by this sample document
% to align numbers in a column by their decimal point.
% Remove the next line if you don't require it.
\usepackage[load-configurations=version-1]{siunitx} % newer version
%\usepackage{siunitx}
% The following command is just for this sample document:
\newcommand{\cs}[1]{\texttt{\char`\\#1}}
% Define an unnumbered theorem just for this sample document:
\theorembodyfont{\upshape}
\theoremheaderfont{\scshape}
\theorempostheader{:}
\theoremsep{\newline}
\newtheorem*{note}{Note}
% change the arguments, as appropriate, in the following:
\jmlrvolume{1}
\jmlryear{2010}
\jmlrworkshop{Workshop Title}
\title[Short Title]{Full Title of Article\titlebreak This Title Has
A Line Break\titletag{\thanks{sample footnote}}}
% Use \Name{Author Name} to specify the name.
% If the surname contains spaces, enclose the surname
% in braces, e.g. \Name{John {Smith Jones}} similarly
% if the name has a "von" part, e.g \Name{Jane {de Winter}}.
% If the first letter in the forenames is a diacritic
% enclose the diacritic in braces, e.g. \Name{{\'E}louise Smith}
% Two authors with the same address
\author{\Name{Author Name1\nametag{\thanks{with a note}}} \Email{abc@sample.com}\and
\Name{Author Name2} \Email{xyz@sample.com}\\
\addr Address}
% Three or more authors with the same address:
% \author{\Name{Author Name1} \Email{an1@sample.com}\\
% \Name{Author Name2} \Email{an2@sample.com}\\
% \Name{Author Name3} \Email{an3@sample.com}\\
% \Name{Author Name4} \Email{an4@sample.com}\\
% \Name{Author Name5} \Email{an5@sample.com}\\
% \Name{Author Name6} \Email{an6@sample.com}\\
% \Name{Author Name7} \Email{an7@sample.com}\\
% \Name{Author Name8} \Email{an8@sample.com}\\
% \Name{Author Name9} \Email{an9@sample.com}\\
% \Name{Author Name10} \Email{an10@sample.com}\\
% \Name{Author Name11} \Email{an11@sample.com}\\
% \Name{Author Name12} \Email{an12@sample.com}\\
% \Name{Author Name13} \Email{an13@sample.com}\\
% \Name{Author Name14} \Email{an14@sample.com}\\
% \addr Address}
% Authors with different addresses:
% \author{\Name{Author Name1} \Email{abc@sample.com}\\
% \addr Address 1
% \AND
% \Name{Author Name2} \Email{xyz@sample.com}\\
% \addr Address 2
%}
\editor{Editor's name}
% \editors{List of editors' names}
\begin{document}
\maketitle
\begin{abstract}
This is the abstract for this article.
\end{abstract}
\begin{keywords}
List of keywords
\end{keywords}
\section{Introduction}
\label{sec:intro}
This is a sample article that uses the \textsf{jmlr} class with
the \texttt{wcp} class option. Please follow the guidelines in
this sample document as it can help to reduce complications when
combining the articles into a book. Please avoid using obsolete
commands, such as \verb|\rm|, and obsolete packages, such as
\textsf{epsfig}.\footnote{See
\url{http://www.ctan.org/pkg/l2tabu}}
Please also ensure that your document will compile with PDF\LaTeX.
If you have an error message that's puzzling you, first check for it
at the UK TUG FAQ
\url{http://www.tex.ac.uk/cgi-bin/texfaq2html?label=man-latex}. If
that doesn't help, create a minimal working example (see
\url{http://theoval.cmp.uea.ac.uk/~nlct/latex/minexample/}) and post
to somewhere like TeX on StackExchange
(\url{http://tex.stackexchange.com/}) or the LaTeX Community Forum
(\url{http://www.latex-community.org/forum/}).
\begin{note}
This is an numbered theorem-like environment that was defined in
this document's preamble.
\end{note}
\subsection{Sub-sections}
Sub-sections are produced using \verb|\subsection|.
\subsubsection{Sub-sub-sections}
Sub-sub-sections are produced using \verb|\subsubsection|.
\paragraph{Sub-sub-sub-sections}
Sub-sub-sub-sections are produced using \verb|\paragraph|.
These are unnumbered with a running head.
\subparagraph{Sub-sub-sub-sub-sections}
Sub-sub-sub-sub-sections are produced using \verb|\subparagraph|.
These are unnumbered with a running head.
\section{Cross-Referencing}
Always use \verb|\label| and \verb|\ref| (or one of the commands
described below) when cross-referencing. For example, the next
section is Section~\ref{sec:math}. The \textsf{jmlr} class
provides some convenient cross-referencing commands:
\verb|\sectionref|, \verb|\equationref|, \verb|\tableref|,
\verb|\figureref|, \verb|\algorithmref|, \verb|\theoremref|,
\verb|\lemmaref|, \verb|\remarkref|, \verb|\corollaryref|,
\verb|\definitionref|, \verb|\conjectureref|, \verb|\axiomref|,
\verb|\exampleref| and \verb|\appendixref|. The argument of these
commands may either be a single label or a comma-separated list
of labels. Examples:
Referencing sections: \sectionref{sec:math} or
\sectionref{sec:intro,sec:math} or
\sectionref{sec:intro,sec:math,sec:tables,sec:figures}.
Referencing equations: \equationref{eq:trigrule} or
\equationref{eq:trigrule,eq:df} or
\equationref{eq:trigrule,eq:f,eq:df,eq:y}.
Referencing tables: \tableref{tab:operatornames} or
\tableref{tab:operatornames,tab:example} or
\tableref{tab:operatornames,tab:example,tab:example-booktabs}.
Referencing figures: \figureref{fig:nodes} or
\figureref{fig:nodes,fig:teximage} or
\figureref{fig:nodes,fig:teximage,fig:subfigex} or
\figureref{fig:circle,fig:square}.
Referencing algorithms: \algorithmref{alg:gauss} or
\algorithmref{alg:gauss,alg:moore} or
\algorithmref{alg:gauss,alg:moore,alg:net}.
Referencing theorem-like environments: \theoremref{thm:eigenpow},
\lemmaref{lem:sample}, \remarkref{rem:sample},
\corollaryref{cor:sample}, \definitionref{def:sample},
\conjectureref{con:sample}, \axiomref{ax:sample} and
\exampleref{ex:sample}.
Referencing appendices: \appendixref{apd:first} or
\appendixref{apd:first,apd:second}.
\section{Equations}
\label{sec:math}
The \textsf{jmlr} class loads the \textsf{amsmath} package, so
you can use any of the commands and environments defined there.
(See the \textsf{amsmath} documentation for further
details.\footnote{Either \texttt{texdoc amsmath} or
\url{http://www.ctan.org/pkg/amsmath}})
Unnumbered single-lined equations should be displayed using
\verb|\[| and \verb|\]|. For example:
\[E = m c^2\]
Numbered single-line equations should be displayed using the
\texttt{equation} environment. For example:
\begin{equation}\label{eq:trigrule}
\cos^2\theta + \sin^2\theta \equiv 1
\end{equation}
This can be referenced using \verb|\label| and \verb|\equationref|.
For example, \equationref{eq:trigrule}.
Multi-lined numbered equations should be displayed using the
\texttt{align} environment.\footnote{For reasons why you
shouldn't use the obsolete \texttt{eqnarray} environment, see
Lars Madsen, \emph{Avoid eqnarray!} TUGboat 33(1):21--25, 2012.} For example:
\begin{align}
f(x) &= x^2 + x\label{eq:f}\\
f'(x) &= 2x + 1\label{eq:df}
\end{align}
Unnumbered multi-lined equations should be displayed using the
\texttt{align*} environment. For example:
\begin{align*}
f(x) &= (x+1)(x-1)\\
&= x^2 - 1
\end{align*}
If you want to mix numbered with unnumbered lines use the
align environment and suppress unwanted line numbers with
\verb|\nonumber|. For example:
\begin{align}
y &= x^2 + 3x - 2x + 1\nonumber\\
&= x^2 + x + 1\label{eq:y}
\end{align}
An equation that is too long to fit on a single line can be
displayed using the \texttt{split} environment.
Text can be embedded in an equation using \verb|\text| or
\verb|\intertext| (as used in \theoremref{thm:eigenpow}).
See the \textsf{amsmath} documentation for further details.
\subsection{Operator Names}
\label{sec:op}
Predefined operator names are listed in \tableref{tab:operatornames}.
For additional operators, either use \verb|\operatorname|,
for example $\operatorname{var}(X)$ or declare it with
\verb|\DeclareMathOperator|, for example
\begin{verbatim}
\DeclareMathOperator{\var}{var}
\end{verbatim}
and then use this new command. If you want limits that go above and
below the operator (like \verb|\sum|) use the starred versions
(\verb|\operatorname*| or \verb|\DeclareMathOperator*|).
\begin{table}[htbp]
\floatconts
{tab:operatornames}%
{\caption{Predefined Operator Names (taken from
\textsf{amsmath} documentation)}}%
{%
\begin{tabular}{rlrlrlrl}
\cs{arccos} & $\arccos$ & \cs{deg} & $\deg$ & \cs{lg} & $\lg$ & \cs{projlim} & $\projlim$ \\
\cs{arcsin} & $\arcsin$ & \cs{det} & $\det$ & \cs{lim} & $\lim$ & \cs{sec} & $\sec$ \\
\cs{arctan} & $\arctan$ & \cs{dim} & $\dim$ & \cs{liminf} & $\liminf$ & \cs{sin} & $\sin$ \\
\cs{arg} & $\arg$ & \cs{exp} & $\exp$ & \cs{limsup} & $\limsup$ & \cs{sinh} & $\sinh$ \\
\cs{cos} & $\cos$ & \cs{gcd} & $\gcd$ & \cs{ln} & $\ln$ & \cs{sup} & $\sup$ \\
\cs{cosh} & $\cosh$ & \cs{hom} & $\hom$ & \cs{log} & $\log$ & \cs{tan} & $\tan$ \\
\cs{cot} & $\cot$ & \cs{inf} & $\inf$ & \cs{max} & $\max$ & \cs{tanh} & $\tanh$ \\
\cs{coth} & $\coth$ & \cs{injlim} & $\injlim$ & \cs{min} & $\min$ \\
\cs{csc} & $\csc$ & \cs{ker} & $\ker$ & \cs{Pr} & $\Pr$
\end{tabular}\par
\begin{tabular}{rlrl}
\cs{varlimsup} & $\varlimsup$
& \cs{varinjlim} & $\varinjlim$\\
\cs{varliminf} & $\varliminf$
& \cs{varprojlim} & $\varprojlim$
\end{tabular}
}
\end{table}
\section{Vectors and Sets}
\label{sec:vec}
Vectors should be typeset using \cs{vec}. For example $\vec{x}$.
The \textsf{jmlr} class also provides \cs{set} to typeset a
set. For example $\set{S}$.
\section{Floats}
\label{sec:floats}
Floats, such as figures, tables and algorithms, are moving
objects and are supposed to float to the nearest convenient
location. Please don't force them to go in a particular place. In
general it's best to use the \texttt{htbp} specifier and don't
put the figure or table in the middle of a paragraph (that is
make sure there's a paragraph break above and below the float).
Floats are supposed to have a little extra space above and below
them to make them stand out from the rest of the text. This extra
spacing is put in automatically and shouldn't need modifying.
To ensure consistency, please \emph{don't} try changing the format of the caption by doing
something like:
\begin{verbatim}
\caption{\textit{A Sample Caption.}}
\end{verbatim}
or
\begin{verbatim}
\caption{\em A Sample Caption.}
\end{verbatim}
You can, of course, change the font for individual words or
phrases, for example:
\begin{verbatim}
\caption{A Sample Caption With Some \emph{Emphasized Words}.}
\end{verbatim}
\subsection{Tables}
\label{sec:tables}
Tables should go in the \texttt{table} environment. Within this
environment use \verb|\floatconts| (defined by \textsf{jmlr})
to set the caption correctly and center the table contents.
\begin{table}[htbp]
% The first argument is the label.
% The caption goes in the second argument, and the table contents
% go in the third argument.
\floatconts
{tab:example}%
{\caption{An Example Table}}%
{\begin{tabular}{ll}
\bfseries Dataset & \bfseries Result\\
Data1 & 0.12345\\
Data2 & 0.67890\\
Data3 & 0.54321\\
Data4 & 0.09876
\end{tabular}}
\end{table}
If you want horizontal rules you can use the \textsf{booktabs}
package which provides the commands \verb|\toprule|,
\verb|\midrule| and \verb|\bottomrule|. For example, see
\tableref{tab:example-booktabs}.
\begin{table}[hbtp]
\floatconts
{tab:example-booktabs}
{\caption{A Table With Horizontal Lines}}
{\begin{tabular}{ll}
\toprule
\bfseries Dataset & \bfseries Result\\
\midrule
Data1 & 0.12345\\
Data2 & 0.67890\\
Data3 & 0.54321\\
Data4 & 0.09876\\
\bottomrule
\end{tabular}}
\end{table}
If you want vertical lines as well, you can't use the
\textsf{booktabs} commands as there'll be some unwanted gaps.
Instead you can use \LaTeX's \verb|\hline|, but the rows may
appear a bit cramped. You can add extra space above or below a
row using \verb|\abovestrut| and \verb|\belowstrut|. For example,
see \tableref{tab:example-hline}.
\begin{table}[htbp]
\floatconts
{tab:example-hline}
{\caption{A Table With Horizontal and Vertical Lines}}%
{%
\begin{tabular}{|l|l|}
\hline
\abovestrut{2.2ex}\bfseries Dataset & \bfseries Result\\\hline
\abovestrut{2.2ex}Data1 & 0.12345\\
Data2 & 0.67890\\
Data3 & 0.54321\\
\belowstrut{0.2ex}Data4 & 0.09876\\\hline
\end{tabular}
}
\end{table}
If you want to align numbers on their decimal point, you can
use the \textsf{siunitx} package. For example, see
\tableref{tab:example-siunitx}. For further details see the
\textsf{siunitx} documentation\footnote{Either \texttt{texdoc
siunitx} or \url{http://www.ctan.org/pkg/siunitx}}.
\begin{table}[htbp]
\floatconts
{tab:example-siunitx}
{\caption{A Table With Numbers Aligned on the Decimal Point}}
{\begin{tabular}{lS[tabformat=3.5]}
\bfseries Dataset & {\bfseries Result}\\
Data1 & 0.12345\\
Data2 & 10.6789\\
Data3 & 50.543\\
Data4 & 200.09876
\end{tabular}}
\end{table}
If the table is too wide, you can adjust the inter-column
spacing by changing the value of \verb|\tabcolsep|. For
example:
\begin{verbatim}
\setlength{\tabcolsep}{3pt}
\end{verbatim}
If the table is very wide but not very long, you can use the
\texttt{sidewaystable} environment defined in the
\textsf{rotating} package (so use \verb|\usepackage{rotating}|).
If the table is too long to fit on a page, you should use the
\texttt{longtable} environment defined in the \textsf{longtable}
package (so use \verb|\usepackage{longtable}|).
\subsection{Figures}
\label{sec:figures}
Figures should go in the \texttt{figure} environment. Within this
environment, use \verb|\floatconts| to correctly position the
caption and center the image. Use \verb|\includegraphics|
for external graphics files but omit the file extension. Do not
use \verb|\epsfig| or \verb|\psfig|. If you want to scale the
image, it's better to use a fraction of the line width rather
than an explicit length. For example, see \figureref{fig:nodes}.
\begin{figure}[htbp]
% Caption and label go in the first argument and the figure contents
% go in the second argument
\floatconts
{fig:nodes}
{\caption{Example Image}}
{\includegraphics[width=0.5\linewidth]{images/nodes}}
\end{figure}
If your image is made up of \LaTeX\ code (for example, commands
provided by the \textsf{pgf} package) you can include it using
\cs{includeteximage} (defined by the \textsf{jmlr} class). This
can be scaled and rotated in the same way as \cs{includegraphics}.
For example, see \figureref{fig:teximage}.
\begin{figure}[htbp]
\floatconts
{fig:teximage}
{\caption{Image Created Using \LaTeX\ Code}}
{\includeteximage[angle=45]{images/teximage}}
\end{figure}
If the figure is too wide to fit on the page, you can use the
\texttt{sidewaysfigure} environment defined in the
\textsf{rotating} package.
Don't use \verb|\graphicspath|. If the images are contained in
a subdirectory, specify this when you include the image, for
example \verb|\includegraphics{figures/mypic}|.
\subsubsection{Sub-Figures}
\label{sec:subfigures}
Sub-figures can be created using \verb|\subfigure|, which is
defined by the \textsf{jmlr} class. The optional argument allows
you to provide a subcaption. The label should be placed in the
mandatory argument of \verb|\subfigure|. You can reference the
entire figure, for example \figureref{fig:subfigex}, or you can
reference part of the figure using \verb|\figureref|, for example
\figureref{fig:circle}. Alternatively you can reference the
subfigure using \verb|\subfigref|, for example
\subfigref{fig:circle,fig:square} in \figureref{fig:subfigex}.
\begin{figure}[htbp]
\floatconts
{fig:subfigex}
{\caption{An Example With Sub-Figures.}}
{%
\subfigure[A Circle]{\label{fig:circle}%
\includegraphics[width=0.2\linewidth]{images/circle}}%
\qquad
\subfigure[A Square]{\label{fig:square}%
\includegraphics[width=0.2\linewidth]{images/square}}
}
\end{figure}
By default, the sub-figures are aligned on the baseline.
This can be changed using the second optional argument
of \verb|\subfigure|. This may be \texttt{t} (top), \texttt{c}
(centered) or \texttt{b} (bottom). For example, the subfigures
\subfigref{fig:circle2,fig:square2} in \figureref{fig:subfigex2}
both have \verb|[c]| as the second optional argument.
\begin{figure}[htbp]
\floatconts
{fig:subfigex2}
{\caption{Another Example With Sub-Figures.}}
{%
\subfigure[A Small Circle][c]{\label{fig:circle2}%
\includegraphics[width=0.1\linewidth]{images/circle}}%
\qquad
\subfigure[A Square][c]{\label{fig:square2}%
\includegraphics[width=0.2\linewidth]{images/square}}
}
\end{figure}
\subsection{Sub-Tables}
\label{sec:subtables}
There is an analogous command \verb|\subtable| for sub-tables.
It has the same syntax as \verb|\subfigure| described above.
You can reference the table using \verb|\tableref|, for example
\tableref{tab:subtabex} or you can reference part of the table,
for example \tableref{tab:ab}. Alternatively you can reference the
subtable using \verb|\subtabref|, for example
\subtabref{tab:ab,tab:cd} in \tableref{tab:subtabex}.
\begin{table}[htbp]
\floatconts
{tab:subtabex}
{\caption{An Example With Sub-Tables}}
{%
\subtable{%
\label{tab:ab}%
\begin{tabular}{cc}
\bfseries A & \bfseries B\\
1 & 2
\end{tabular}
}\qquad
\subtable{%
\label{tab:cd}%
\begin{tabular}{cc}
\bfseries C & \bfseries D\\
3 & 4\\
5 & 6
\end{tabular}
}
}
\end{table}
By default, the sub-tables are aligned on the top.
This can be changed using the second optional argument
of \verb|\subtable|. This may be \texttt{t} (top), \texttt{c}
(centered) or \texttt{b} (bottom). For example, the sub-tables
\subtabref{tab:ab2,tab:cd2} in \tableref{tab:subtabex2}
both have \verb|[c]| as the second optional argument.
\begin{table}[htbp]
\floatconts
{tab:subtabex2}
{\caption{Another Example With Sub-Tables}}
{%
\subtable[][c]{%
\label{tab:ab2}%
\begin{tabular}{cc}
\bfseries A & \bfseries B\\
1 & 2
\end{tabular}
}\qquad
\subtable[][c]{%
\label{tab:cd2}%
\begin{tabular}{cc}
\bfseries C & \bfseries D\\
3 & 4\\
5 & 6
\end{tabular}
}
}
\end{table}
\subsection{Algorithms}
\label{sec:algorithms}
Enumerated textual algorithms can be displayed using the
\texttt{algorithm} environment. Within this environment, use
use an \texttt{enumerate} or nested \texttt{enumerate} environments.
For example, see \algorithmref{alg:gauss}. Note that algorithms
float like figures and tables.
\begin{algorithm}[htbp]
\floatconts
{alg:gauss}% label
{\caption{The Gauss-Seidel Algorithm}}
{% contents
\begin{enumerate}
\item For $k=1$ to maximum number of iterations
\begin{enumerate}
\item For $i=1$ to $n$
\begin{enumerate}
\item $x_i^{(k)} =
\frac{b_i - \sum_{j=1}^{i-1}a_{ij}x_j^{(k)}
- \sum_{j=i+1}^{n}a_{ij}x_j^{(k-1)}}{a_{ii}}$
\item If $\|\vec{x}^{(k)}-\vec{x}^{(k-1)} < \epsilon\|$,
where $\epsilon$ is a specified stopping criteria, stop.
\end{enumerate}
\end{enumerate}
\end{enumerate}
}
\end{algorithm}
You can use \verb|\caption| and \verb|\label| without using
\verb|\floatconts| (as in \algorithmref{alg:moore}).
If you'd rather have the same numbering throughout the algorithm
but still want the convenient indentation of nested
\texttt{enumerate} environments, you can use the
\texttt{enumerate*} environment provided by the \textsf{jmlr}
class. For example, see \algorithmref{alg:moore}.
\begin{algorithm}
\caption{Moore's Shortest Path}\label{alg:moore}
Given a connected graph $G$, where the length of each edge is 1:
\begin{enumerate*}
\item Set the label of vertex $s$ to 0
\item Set $i=0$
\begin{enumerate*}
\item \label{step:locate}Locate all unlabelled vertices
adjacent to a vertex labelled $i$ and label them $i+1$
\item If vertex $t$ has been labelled,
\begin{enumerate*}
\item[] the shortest path can be found by backtracking, and
the length is given by the label of $t$.
\end{enumerate*}
otherwise
\begin{enumerate*}
\item[] increment $i$ and return to step~\ref{step:locate}
\end{enumerate*}
\end{enumerate*}
\end{enumerate*}
\end{algorithm}
Pseudo code can be displayed using the \texttt{algorithm2e}
environment. This is defined by the \textsf{algorithm2e} package
(which is automatically loaded) so check the \textsf{algorithm2e}
documentation for further details.\footnote{Either \texttt{texdoc
algorithm2e} or \url{http://www.ctan.org/pkg/algorithm2e}}
For an example, see \algorithmref{alg:net}.
\begin{algorithm2e}
\caption{Computing Net Activation}
\label{alg:net}
% older versions of algorithm2e have \dontprintsemicolon instead
% of the following:
%\DontPrintSemicolon
% older versions of algorithm2e have \linesnumbered instead of the
% following:
%\LinesNumbered
\KwIn{$x_1, \ldots, x_n, w_1, \ldots, w_n$}
\KwOut{$y$, the net activation}
$y\leftarrow 0$\;
\For{$i\leftarrow 1$ \KwTo $n$}{
$y \leftarrow y + w_i*x_i$\;
}
\end{algorithm2e}
\section{Description Lists}
The \textsf{jmlr} class also provides a description-like
environment called \texttt{altdescription}. This has an
argument that should be the widest label in the list. Compare:
\begin{description}
\item[add] A method that adds two variables.
\item[differentiate] A method that differentiates a function.
\end{description}
with
\begin{altdescription}{differentiate}
\item[add] A method that adds two variables.
\item[differentiate] A method that differentiates a function.
\end{altdescription}
\section{Theorems, Lemmas etc}
\label{sec:theorems}
The following theorem-like environments are predefined by
the \textsf{jmlr} class: \texttt{theorem}, \texttt{example},
\texttt{lemma}, \texttt{proposition}, \texttt{remark},
\texttt{corollary}, \texttt{definition}, \texttt{conjecture}
and \texttt{axiom}. You can use the \texttt{proof} environment
to display the proof if need be, as in \theoremref{thm:eigenpow}.
\begin{theorem}[Eigenvalue Powers]\label{thm:eigenpow}
If $\lambda$ is an eigenvalue of $\vec{B}$ with eigenvector
$\vec{\xi}$, then $\lambda^n$ is an eigenvalue of $\vec{B}^n$
with eigenvector $\vec{\xi}$.
\begin{proof}
Let $\lambda$ be an eigenvalue of $\vec{B}$ with eigenvector
$\xi$, then
\begin{align*}
\vec{B}\vec{\xi} &= \lambda\vec{\xi}
\intertext{premultiply by $\vec{B}$:}
\vec{B}\vec{B}\vec{\xi} &= \vec{B}\lambda\vec{\xi}\\
\Rightarrow \vec{B}^2\vec{\xi} &= \lambda\vec{B}\vec{\xi}\\
&= \lambda\lambda\vec{\xi}\qquad
\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
&= \lambda^2\vec{\xi}
\end{align*}
Therefore true for $n=2$. Now assume true for $n=k$:
\begin{align*}
\vec{B}^k\vec{\xi} &= \lambda^k\vec{\xi}
\intertext{premultiply by $\vec{B}$:}
\vec{B}\vec{B}^k\vec{\xi} &= \vec{B}\lambda^k\vec{\xi}\\
\Rightarrow \vec{B}^{k+1}\vec{\xi} &= \lambda^k\vec{B}\vec{\xi}\\
&= \lambda^k\lambda\vec{\xi}\qquad
\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
&= \lambda^{k+1}\vec{\xi}
\end{align*}
Therefore true for $n=k+1$. Therefore, by induction, true for all
$n$.
\end{proof}
\end{theorem}
\begin{lemma}[A Sample Lemma]\label{lem:sample}
This is a lemma.
\end{lemma}
\begin{remark}[A Sample Remark]\label{rem:sample}
This is a remark.
\end{remark}
\begin{corollary}[A Sample Corollary]\label{cor:sample}
This is a corollary.
\end{corollary}
\begin{definition}[A Sample Definition]\label{def:sample}
This is a definition.
\end{definition}
\begin{conjecture}[A Sample Conjecture]\label{con:sample}
This is a conjecture.
\end{conjecture}
\begin{axiom}[A Sample Axiom]\label{ax:sample}
This is an axiom.
\end{axiom}
\begin{example}[An Example]\label{ex:sample}
This is an example.
\end{example}
\section{Color vs Grayscale}
\label{sec:color}
It's helpful if authors supply grayscale versions of their
images in the event that the article is to be incorporated into
a black and white printed book. With external PDF, PNG or JPG
graphic files, you just need to supply a grayscale version of the
file. For example, if the file is called \texttt{myimage.png},
then the gray version should be \texttt{myimage-gray.png} or
\texttt{myimage-gray.pdf} or \texttt{myimage-gray.jpg}. You don't
need to modify your code. The \textsf{jmlr} class checks for
the existence of the grayscale version if it is print mode
(provided you have used \verb|\includegraphics| and haven't
specified the file extension).
You can use \verb|\ifprint| to determine which mode you are in.
For example, in \figureref{fig:nodes}, the
\ifprint{dark gray}{purple} ellipse represents an input and the
\ifprint{light gray}{yellow} ellipse represents an output.
Another example: {\ifprint{\bfseries}{\color{red}}important text!}
You can use the class option \texttt{gray} to see how the
document will appear in gray scale mode. \textcolor{blue}{Colored
text} will automatically be converted to gray scale.
The \textsf{jmlr} class loads the \textsf{xcolor}
package, so you can also define your own colors. For example:
\ifprint
{\definecolor{myred}{gray}{0.5}}%
{\definecolor{myred}{rgb}{0.5,0,0}}%
\textcolor{myred}{XYZ}.
The \textsf{xcolor} class is loaded with the \texttt{x11names}
option, so you can use any of the x11 predefined colors (listed
in the \textsf{xcolor} documentation\footnote{either
\texttt{texdoc xcolor} or \url{http://www.ctan.org/pkg/xcolor}}).
\section{Citations and Bibliography}
\label{sec:cite}
The \textsf{jmlr} class automatically loads \textsf{natbib}.
This sample file has the citations defined in the accompanying
BibTeX file \texttt{jmlr-sample.bib}. For a parenthetical
citation use \verb|\citep|. For example
\citep{guyon-elisseeff-03}. For a textual citation use
\verb|\citet|. For example \citet{guyon2007causalreport}.
Both commands may take a comma-separated list, for example
\citet{guyon-elisseeff-03,guyon2007causalreport}.
These commands have optional arguments and have a starred
version. See the \textsf{natbib} documentation for further
details.\footnote{Either \texttt{texdoc natbib} or
\url{http://www.ctan.org/pkg/natbib}}
The bibliography is displayed using \verb|\bibliography|.
\acks{Acknowledgements go here.}
\bibliography{jmlr-sample}
\appendix
\section{First Appendix}\label{apd:first}
This is the first appendix.
\section{Second Appendix}\label{apd:second}
This is the second appendix.
\end{document}

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