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Change to ECML style, fix title

Markus Kaiser 5 months ago
6 changed files with 1237 additions and 1280 deletions
  1. BIN
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dynamic_dirichlet_deep_gp.pdf View File

+ 18
- 17
dynamic_dirichlet_deep_gp.tex View File

@@ -17,26 +17,26 @@

% We set this for hyperref
\title{Data Association with Gaussian Processes}
% \author{\href{}{Markus Kaiser}}
Markus Kaiser\inst{1,2}
Clemens Otte\inst{1}
Thomas Runkler\inst{1,2}
Carl Henrik Ek\inst{3}
Siemens AG
Technical University of Munich
University of Bristol

\icmltitle{Data Association with Gaussian Processes}

% NOTE(mrksr): We leave anonymous information here for now.
\icmlauthor{Aeiau Zzzz}{to}

\icmlaffiliation{to}{Department of Computation, University of Torontoland, Torontoland, Canada}

\icmlcorrespondingauthor{Cieua Vvvvv}{}

\vskip 0.3in

The data association problem is concerned with separating data coming from different generating processes, for example when data come from different data sources, contain significant noise, or exhibit multimodality.
@@ -44,6 +44,7 @@
Our model is capable of simultaneously solving the data association problem and the induced supervised learning problems.
Underpinning our approach is the use of Gaussian process priors to encode the structure of both the data and the data associations.
We present an efficient learning scheme based on doubly stochastic variational inference and discuss how it can be applied to deep Gaussian process priors.
% \keywords{Bla \and blubb}

+ 0
- 485
fancyhdr.sty View File

@@ -1,485 +0,0 @@
% fancyhdr.sty version 3.2
% Fancy headers and footers for LaTeX.
% Piet van Oostrum,
% Dept of Computer and Information Sciences, University of Utrecht,
% Padualaan 14, P.O. Box 80.089, 3508 TB Utrecht, The Netherlands
% Telephone: +31 30 2532180. Email:
% ========================================================================
% This file may be distributed under the terms of the LaTeX Project Public
% License, as described in lppl.txt in the base LaTeX distribution.
% Either version 1 or, at your option, any later version.
% ========================================================================
% Sep 16, 1994
% version 1.4: Correction for use with \reversemargin
% Sep 29, 1994:
% version 1.5: Added the \iftopfloat, \ifbotfloat and \iffloatpage commands
% Oct 4, 1994:
% version 1.6: Reset single spacing in headers/footers for use with
% setspace.sty or doublespace.sty
% Oct 4, 1994:
% version 1.7: changed \let\@mkboth\markboth to
% \def\@mkboth{\protect\markboth} to make it more robust
% Dec 5, 1994:
% version 1.8: corrections for amsbook/amsart: define \@chapapp and (more
% importantly) use the \chapter/sectionmark definitions from ps@headings if
% they exist (which should be true for all standard classes).
% May 31, 1995:
% version 1.9: The proposed \renewcommand{\headrulewidth}{\iffloatpage...
% construction in the doc did not work properly with the fancyplain style.
% June 1, 1995:
% version 1.91: The definition of \@mkboth wasn't restored on subsequent
% \pagestyle{fancy}'s.
% June 1, 1995:
% version 1.92: The sequence \pagestyle{fancyplain} \pagestyle{plain}
% \pagestyle{fancy} would erroneously select the plain version.
% June 1, 1995:
% version 1.93: \fancypagestyle command added.
% Dec 11, 1995:
% version 1.94: suggested by Conrad Hughes <>
% CJCH, Dec 11, 1995: added \footruleskip to allow control over footrule
% position (old hardcoded value of .3\normalbaselineskip is far too high
% when used with very small footer fonts).
% Jan 31, 1996:
% version 1.95: call \@normalsize in the reset code if that is defined,
% otherwise \normalsize.
% this is to solve a problem with ucthesis.cls, as this doesn't
% define \@currsize. Unfortunately for latex209 calling \normalsize doesn't
% work as this is optimized to do very little, so there \@normalsize should
% be called. Hopefully this code works for all versions of LaTeX known to
% mankind.
% April 25, 1996:
% version 1.96: initialize \headwidth to a magic (negative) value to catch
% most common cases that people change it before calling \pagestyle{fancy}.
% Note it can't be initialized when reading in this file, because
% \textwidth could be changed afterwards. This is quite probable.
% We also switch to \MakeUppercase rather than \uppercase and introduce a
% \nouppercase command for use in headers. and footers.
% May 3, 1996:
% version 1.97: Two changes:
% 1. Undo the change in version 1.8 (using the pagestyle{headings} defaults
% for the chapter and section marks. The current version of amsbook and
% amsart classes don't seem to need them anymore. Moreover the standard
% latex classes don't use \markboth if twoside isn't selected, and this is
% confusing as \leftmark doesn't work as expected.
% 2. include a call to \ps@empty in ps@@fancy. This is to solve a problem
% in the amsbook and amsart classes, that make global changes to \topskip,
% which are reset in \ps@empty. Hopefully this doesn't break other things.
% May 7, 1996:
% version 1.98:
% Added % after the line \def\nouppercase
% May 7, 1996:
% version 1.99: This is the alpha version of fancyhdr 2.0
% Introduced the new commands \fancyhead, \fancyfoot, and \fancyhf.
% Changed \headrulewidth, \footrulewidth, \footruleskip to
% macros rather than length parameters, In this way they can be
% conditionalized and they don't consume length registers. There is no need
% to have them as length registers unless you want to do calculations with
% them, which is unlikely. Note that this may make some uses of them
% incompatible (i.e. if you have a file that uses \setlength or \xxxx=)
% May 10, 1996:
% version 1.99a:
% Added a few more % signs
% May 10, 1996:
% version 1.99b:
% Changed the syntax of \f@nfor to be resistent to catcode changes of :=
% Removed the [1] from the defs of \lhead etc. because the parameter is
% consumed by the \@[xy]lhead etc. macros.
% June 24, 1997:
% version 1.99c:
% corrected \nouppercase to also include the protected form of \MakeUppercase
% \global added to manipulation of \headwidth.
% \iffootnote command added.
% Some comments added about \@fancyhead and \@fancyfoot.
% Aug 24, 1998
% version 1.99d
% Changed the default \ps@empty to \ps@@empty in order to allow
% \fancypagestyle{empty} redefinition.
% Oct 11, 2000
% version 2.0
% Added LPPL license clause.
% A check for \headheight is added. An errormessage is given (once) if the
% header is too large. Empty headers don't generate the error even if
% \headheight is very small or even 0pt.
% Warning added for the use of 'E' option when twoside option is not used.
% In this case the 'E' fields will never be used.
% Mar 10, 2002
% version 2.1beta
% New command: \fancyhfoffset[place]{length}
% defines offsets to be applied to the header/footer to let it stick into
% the margins (if length > 0).
% place is like in fancyhead, except that only E,O,L,R can be used.
% This replaces the old calculation based on \headwidth and the marginpar
% area.
% \headwidth will be dynamically calculated in the headers/footers when
% this is used.
% Mar 26, 2002
% version 2.1beta2
% \fancyhfoffset now also takes h,f as possible letters in the argument to
% allow the header and footer widths to be different.
% New commands \fancyheadoffset and \fancyfootoffset added comparable to
% \fancyhead and \fancyfoot.
% Errormessages and warnings have been made more informative.
% Dec 9, 2002
% version 2.1
% The defaults for \footrulewidth, \plainheadrulewidth and
% \plainfootrulewidth are changed from \z@skip to 0pt. In this way when
% someone inadvertantly uses \setlength to change any of these, the value
% of \z@skip will not be changed, rather an errormessage will be given.
% March 3, 2004
% Release of version 3.0
% Oct 7, 2004
% version 3.1
% Added '\endlinechar=13' to \fancy@reset to prevent problems with
% includegraphics in header when verbatiminput is active.
% March 22, 2005
% version 3.2
% reset \everypar (the real one) in \fancy@reset because spanish.ldf does
% strange things with \everypar between << and >>.
% Usage: \@forc \var{charstring}{command to be executed for each char}
% This is similar to LaTeX's \@tfor, but expands the charstring.
% Usage: \f@nfor\name:=list\do{body}
% Like LaTeX's \@for but an empty list is treated as a list with an empty
% element
% Usage: \def@ult \cs{defaults}{argument}
% sets \cs to the characters from defaults appearing in argument
% or defaults if it would be empty. All characters are lowercased.
% \if@in <char><set><truecase><falsecase>
\expandafter\temp@b#2#1\temp@b\ifx\temp@a\temp@b #4\else #3\fi}
\newcommand{\fancyhead}{\@ifnextchar[{\f@ncyhf\fancyhead h}%
{\f@ncyhf\fancyhead h[]}}
\newcommand{\fancyfoot}{\@ifnextchar[{\f@ncyhf\fancyfoot f}%
{\f@ncyhf\fancyfoot f[]}}
% New commands for offsets added
\newcommand{\fancyheadoffset}{\@ifnextchar[{\f@ncyhfoffs\fancyheadoffset h}%
{\f@ncyhfoffs\fancyheadoffset h[]}}
\newcommand{\fancyfootoffset}{\@ifnextchar[{\f@ncyhfoffs\fancyfootoffset f}%
{\f@ncyhfoffs\fancyfootoffset f[]}}
% The header and footer fields are stored in command sequences with
% names of the form: \f@ncy<x><y><z> with <x> for [eo], <y> from [lcr]
% and <z> from [hf].
\@fancyerrmsg{Illegal char `\temp@c' in \string#1 argument:
\if\f@@@eo e\@fancywarning
{\string#1's `E' option without twoside option is useless}\fi\fi
\@fancyerrmsg{Illegal char `\temp@c' in \string#1 argument:
\if\f@@@eo e\@fancywarning
{\string#1's `E' option without twoside option is useless}\fi\fi
% Fancyheadings version 1 commands. These are more or less deprecated,
% but they continue to work.
% Fancyplain stuff shouldn't be used anymore (rather
% \fancypagestyle{plain} should be used), but it must be present for
% compatibility reasons.
\newif\if@fancyplain \@fancyplainfalse
\headwidth=-123456789sp %magic constant
% Command to reset various things in the headers:
% a.o. single spacing (taken from setspace.sty)
% and the catcode of ^^M (so that epsf files in the header work if a
% verbatim crosses a page boundary)
% It also defines a \nouppercase command that disables \uppercase and
% \Makeuppercase. It can only be used in the headers and footers.
\let\fnch@everypar\everypar% save real \everypar because of spanish.ldf
\expandafter\let\csname MakeUppercase \endcsname\relax##1}}%
\ifx\undefined\@newbaseline% NFSS not present; 2.09 or 2e
\ifx\@normalsize\undefined \normalsize % for ucthesis.cls
\else \@normalsize \fi
\else% NFSS (2.09) present
% Initialization of the head and foot text.
% The default values still contain \fancyplain for compatibility.
\fancyhf{} % clear all
% lefthead empty on ``plain'' pages, \rightmark on even, \leftmark on odd pages
% evenhead empty on ``plain'' pages, \leftmark on even, \rightmark on odd pages
\fancyfoot[c]{\rm\thepage} % page number
% Use box 0 as a temp box and dimen 0 as temp dimen.
% This can be done, because this code will always
% be used inside another box, and therefore the changes are local.
{\string#1 is too small (\the#1): ^^J Make it at least \the\ht0.^^J
We now make it that large for the rest of the document.^^J
This may cause the page layout to be inconsistent, however\@gobble}%
% Put together a header or footer given the left, center and
% right text, fillers at left and right and a rule.
% The \lap commands put the text into an hbox of zero size,
% so overlapping text does not generate an errormessage.
% These macros have 5 parameters:
% 1. LEFTSIDE BEARING % This determines at which side the header will stick
% out. When \fancyhfoffset is used this calculates \headwidth, otherwise
% it is \hss or \relax (after expansion).
% 2. \f@ncyolh, \f@ncyelh, \f@ncyolf or \f@ncyelf. This is the left component.
% 3. \f@ncyoch, \f@ncyech, \f@ncyocf or \f@ncyecf. This is the middle comp.
% 4. \f@ncyorh, \f@ncyerh, \f@ncyorf or \f@ncyerf. This is the right component.
% 5. RIGHTSIDE BEARING. This is always \relax or \hss (after expansion).
\def\@fancyhead#1#2#3#4#5{#1\hbox to\headwidth{\fancy@reset
\def\@fancyfoot#1#2#3#4#5{#1\hbox to\headwidth{\fancy@reset
\hrule\@height\headrulewidth\@width\headwidth \vskip-\headrulewidth}}
\@ifundefined{@chapapp}{\let\@chapapp\chaptername}{}%for amsbook
% Define \MakeUppercase for old LaTeXen.
% Note: we used \def rather than \let, so that \let\uppercase\relax (from
% the version 1 documentation) will still work.
{\MakeUppercase{\ifnum \c@secnumdepth>\z@
\thesection\hskip 1em\relax \fi ##1}}{}}%
\def\subsectionmark##1{\markright {\ifnum \c@secnumdepth >\@ne
\thesubsection\hskip 1em\relax \fi ##1}}}%
{\def\chaptermark##1{\markboth {\MakeUppercase{\ifnum \c@secnumdepth>\m@ne
\@chapapp\ \thechapter. \ \fi ##1}}{}}%
\def\sectionmark##1{\markright{\MakeUppercase{\ifnum \c@secnumdepth >\z@
\thesection. \ \fi ##1}}}}%
%\csname ps@headings\endcsname % use \ps@headings defaults if they exist
% Initialize \headwidth if the user didn't
% This catches the case that \headwidth hasn't been initialized and the
% case that the user added something to \headwidth in the expectation that
% it was initialized to \textwidth. We compensate this now. This loses if
% the user intended to multiply it by a factor. But that case is more
% likely done by saying something like \headwidth=1.2\textwidth.
% The doc says you have to change \headwidth after the first call to
% \pagestyle{fancy}. This code is just to catch the most common cases were
% that requirement is violated.
\def\ps@fancyplain{\ps@fancy \let\ps@plain\ps@plain@fancy}
\ps@@empty % This is for amsbook/amsart, which do strange things with \topskip
% Default definitions for compatibility mode:
% These cause the header/footer to take the defined \headwidth as width
% And to shift in the direction of the marginpar area
% New definitions for the use of \fancyhfoffset
% These calculate the \headwidth from \textwidth and the specified offsets.
% Just in case \let\headwidth\textwidth was used
\def\iftopfloat#1#2{\ifx\topfloat\empty #2\else #1\fi}
\def\ifbotfloat#1#2{\ifx\botfloat\empty #2\else #1\fi}
\def\iffloatpage#1#2{\if@fcolmade #1\else #2\fi}

+ 0
- 776
icml2019.sty View File

@@ -1,776 +0,0 @@
% File: icml2019.sty (LaTeX style file for ICML-2019, version of 2019-01-07)

% This file contains the LaTeX formatting parameters for a two-column
% conference proceedings that is 8.5 inches wide by 11 inches high.
% Modified by Iain Murray 2018: changed years, location. Remove affiliation notes when anonymous.
% Move times dependency from .tex to .sty so fewer people delete it.
% Modified by Daniel Roy 2017: changed byline to use footnotes for affiliations, and removed emails
% Modified by Percy Liang 12/2/2013: changed the year, location from the previous template for ICML 2014

% Modified by Fei Sha 9/2/2013: changed the year, location form the previous template for ICML 2013
% Modified by Fei Sha 4/24/2013: (1) remove the extra whitespace after the first author's email address (in %the camera-ready version) (2) change the Proceeding ... of ICML 2010 to 2014 so PDF's metadata will show up % correctly
% Modified by Sanjoy Dasgupta, 2013: changed years, location
% Modified by Francesco Figari, 2012: changed years, location
% Modified by Christoph Sawade and Tobias Scheffer, 2011: added line
% numbers, changed years
% Modified by Hal Daume III, 2010: changed years, added hyperlinks
% Modified by Kiri Wagstaff, 2009: changed years
% Modified by Sam Roweis, 2008: changed years
% Modified by Ricardo Silva, 2007: update of the ifpdf verification
% Modified by Prasad Tadepalli and Andrew Moore, merely changing years.
% Modified by Kristian Kersting, 2005, based on Jennifer Dy's 2004 version
% - running title. If the original title is to long or is breaking a line,
% use \icmltitlerunning{...} in the preamble to supply a shorter form.
% Added fancyhdr package to get a running head.
% - Updated to store the page size because pdflatex does compile the
% page size into the pdf.
% Hacked by Terran Lane, 2003:
% - Updated to use LaTeX2e style file conventions (ProvidesPackage,
% etc.)
% - Added an ``appearing in'' block at the base of the first column
% (thus keeping the ``appearing in'' note out of the bottom margin
% where the printer should strip in the page numbers).
% - Added a package option [accepted] that selects between the ``Under
% review'' notice (default, when no option is specified) and the
% ``Appearing in'' notice (for use when the paper has been accepted
% and will appear).
% Originally created as: ml2k.sty (LaTeX style file for ICML-2000)
% by P. Langley (12/23/99)

%% This version of the style file supports both a ``review'' version
%% and a ``final/accepted'' version. The difference is only in the
%% text that appears in the note at the bottom of the first column of
%% the first page. The default behavior is to print a note to the
%% effect that the paper is under review and don't distribute it. The
%% final/accepted version prints an ``Appearing in'' note. To get the
%% latter behavior, in the calling file change the ``usepackage'' line
%% from:
%% \usepackage{icml2019}
%% to
%% \usepackage[accepted]{icml2019}

\ProvidesPackage{icml2019}[2019/01/07 v2.0 ICML Conference Style File]

% Before 2018, \usepackage{times} was in the example TeX, but inevitably
% not everybody did it.

% Use fancyhdr package
% \RequirePackage{natbib}
\RequirePackage{eso-pic} % used by \AddToShipoutPicture

%%%%%%%% Options

\hypersetup{ %
pdfsubject={Proceedings of the International Conference on Machine Learning 2019},
pdfborder=0 0 0,

\ifdefined\isaccepted \else
\hypersetup{pdfauthor={Anonymous Submission}}

% This string is printed at the bottom of the page for the
% final/accepted version of the ``appearing in'' note. Modify it to
% change that text.
\newcommand{\ICML@appearing}{\textit{Proceedings of the
$\mathit{36}^{th}$ International Conference on Machine Learning},
Long Beach, California, PMLR 97, 2019.
Copyright 2019 by the author(s).}

% This string is printed at the bottom of the page for the draft/under
% review version of the ``appearing in'' note. Modify it to change
% that text.
\newcommand{\Notice@String}{Preliminary work. Under review by the
International Conference on Machine Learning (ICML)\@. Do not distribute.}

% Cause the declared options to actually be parsed and activated

% Uncomment the following for debugging. It will cause LaTeX to dump
% the version of the ``appearing in'' string that will actually appear
% in the document.
%\typeout{>> Notice string='\Notice@String'}

% Change citation commands to be more like old ICML styles

% to ensure the letter format is used. pdflatex does compile the
% page size into the pdf. This is done using \pdfpagewidth and
% \pdfpageheight. As Latex does not know this directives, we first
% check whether pdflatex or latex is used.
% Kristian Kersting 2005
% in order to account for the more recent use of pdfetex as the default
% compiler, I have changed the pdf verification.
% Ricardo Silva 2007


% old PDFLaTex verification, circa 2005
% \pdffalse % we are not running PDFLaTeX
% \pdfoutput=1 % we are running PDFLaTeX
% \pdftrue

\newif\ifpdf %adapted from ifpdf.sty

% \pdfpagewidth=\paperwidth
% \pdfpageheight=\paperheight

% Physical page layout

\evensidemargin -0.23in
\oddsidemargin -0.23in

% Historically many authors tried to include packages like geometry or fullpage,
% which change the page layout. It either makes the proceedings inconsistent, or
% wastes organizers' time chasing authors. So let's nip these problems in the
% bud here. -- Iain Murray 2018.
% To get the numbers below, include printlen package above and see lengths like this:
\ifdim\oddsidemargin=-16.62178pt \else oddsidemargin has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\headheight=10.0pt \else headheight has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\textheight=650.43pt \else textheight has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\marginparsep=11.0pt \else marginparsep has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\footskip=0.0pt \else footskip has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\hoffset=0.0pt \else hoffset has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\paperwidth=614.295pt \else paperwidth has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\topmargin=-24.95781pt \else topmargin has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\headsep=10.0pt \else headsep has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\textwidth=487.8225pt \else textwidth has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\marginparwidth=65.0pt \else marginparwidth has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\marginparpush=5.0pt \else marginparpush has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\voffset=0.0pt \else voffset has been altered.\\ \marginsmessedwithtrue\fi
\ifdim\paperheight=794.96999pt \else paperheight has been altered.\\ \marginsmessedwithtrue\fi

\textbf{\large \em The page layout violates the ICML style.}

Please do not change the page layout, or include packages like geometry,
savetrees, or fullpage, which change it for you.

We're not able to reliably undo arbitrary changes to the style. Please remove
the offending package(s), or layout-changing commands and try again.


%% The following is adapted from code in the acmconf.sty conference
%% style file. The constants in it are somewhat magical, and appear
%% to work well with the two-column format on US letter paper that
%% ICML uses, but will break if you change that layout, or if you use
%% a longer block of text for the copyright notice string. Fiddle with
%% them if necessary to get the block to fit/look right.
%% -- Terran Lane, 2003
%% The following comments are included verbatim from acmconf.sty:
%%% This section (written by KBT) handles the 1" box in the lower left
%%% corner of the left column of the first page by creating a picture,
%%% and inserting the predefined string at the bottom (with a negative
%%% displacement to offset the space allocated for a non-existent
%%% caption).
% Create a float object positioned at the bottom of the column. Note
% that because of the mystical nature of floats, this has to be called
% before the first column is populated with text (e.g., from the title
% or abstract blocks). Otherwise, the text will force the float to
% the next column. -- TDRL.
% Create a line separating the main text from the note block.
% 4.818pc==0.8in.
% Insert the text string itself. Note that the string has to be
% enclosed in a parbox -- the \put call needs a box object to
% position. Without the parbox, the text gets splattered across the
% bottom of the page semi-randomly. The 19.75pc distance seems to be
% the width of the column, though I can't find an appropriate distance
% variable to substitute here. -- TDRL.
\put(0,0){\parbox[b]{19.75pc}{\small \Notice@String}}

% Note: A few Latex versions need the next line instead of the former.
% \addtolength{\topmargin}{0.3in}
% \setlength\footheight{0pt}
\flushbottom \twocolumn

% Clear out the addcontentsline command
%%% commands for formatting paper title, author names, and addresses.

%%%%%% title as running head -- Kristian Kersting 2005 %%%%%%%%%%%%%

% \mytoksa\expandafter{#1}%
% \mytoksb{#2}%
% \edef#1{\the\mytoksa\the\mytoksb}%

% box to check the size of the running head

% general page style
% set the width of the head rule to 1 point

% definition to set the head as running head in the preamble

% main definition adapting \icmltitle from 2004

%check whether @icmltitlerunning exists
% if not \icmltitle is used as running head

%add it to pdf information

%get the dimension of the running title

% error flag

% running title too long
% running title breaks a line

% if there is somthing wrong with the running title
\typeout{Title exceeds size limitations for running head.}%
\typeout{Please supply a shorter form for the running head}
\typeout{with \string\icmltitlerunning{...}\space prior to \string\begin{document}}%
% set default running title
\chead{\small\bf Title Suppressed Due to Excessive Size}%
% 'everything' fine, set provided running title

% no running title on the first page of the paper

%%%%%%%%%%%%%%%%%%%% Kristian Kersting %%%%%%%%%%%%%%%%%%%%%%%%%

{\center\baselineskip 18pt
\toptitlebar{\Large\bf #1}\bottomtitlebar}

\addstringtofullauthorlist{, #1}%

\def\toptitlebar{\hrule height1pt \vskip .25in}
\def\bottomtitlebar{\vskip .22in \hrule height1pt \vskip .3in}


% ``#1''
\ifcsname the@affil#1\endcsname
% do nothing
\ifcsname @icmlsymbol#1\endcsname
% nothing
\ifcsname @icmlsymbol#1\endcsname
\textsuperscript{\csname @icmlsymbol#1\endcsname\,}%

\mbox{\bf #1}\,\@for\theaffil:=#2\do{\@pa{\theaffil}} \addtofullauthorlist{#1}%
\mbox{\bf Anonymous Authors}\@pa{@anon} \addtofullauthorlist{Anonymous Authors}

\expandafter\gdef\csname @icmlsymbol#1\endcsname{#2}

\ifcsname the@affil#1\endcsname
\expandafter\gdef\csname @affilname\csname the@affil#1\endcsname\endcsname{#2}%
{\bf AUTHORERR: Error in use of \textbackslash{}icmlaffiliation command. Label ``#1'' not mentioned in some \textbackslash{}icmlauthor\{author name\}\{labels here\} command beforehand. }
\typeout{Affiliation label undefined. }%
\typeout{Make sure \string\icmlaffiliation\space follows }
\typeout{all of \string\icmlauthor\space commands}%
\else % \isaccepted
% can be called multiple times... it's idempotent
\expandafter\gdef\csname @affilname1\endcsname{Anonymous Institution, Anonymous City, Anonymous Region, Anonymous Country}

\g@addto@macro\icmlcorrespondingauthor@text{, #1 \textless{}#2\textgreater{}}
\gdef\icmlcorrespondingauthor@text{#1 \textless{}#2\textgreater{}}
\gdef\icmlcorrespondingauthor@text{Anonymous Author \textless{}\textgreater{}}

\newcommand{\icmlEqualContribution}{\textsuperscript{*}Equal contribution }

{\let\thefootnote\relax\footnotetext{\hspace*{-\footnotesep}\ifdefined\isaccepted #1\fi%
\forloop{@affilnum}{1}{\value{@affilnum} < \value{@affiliationcounter}}{
\textsuperscript{\arabic{@affilnum}}\ifcsname @affilname\the@affilnum\endcsname%
\csname @affilname\the@affilnum\endcsname%
{\bf AUTHORERR: Missing \textbackslash{}icmlaffiliation.}
Correspondence to: \icmlcorrespondingauthor@text.
{\bf AUTHORERR: Missing \textbackslash{}icmlcorrespondingauthor.}

\ \\


{\bf The \textbackslash{}icmladdress command is no longer used. See the example\_paper PDF .tex for usage of \textbackslash{}icmlauther and \textbackslash{}icmlaffiliation.}

%% keywords as first class citizens
% \ifdefined\isaccepted \else
% \par {\bf Keywords:} #1%
% \fi
% \ifdefined\nohyperref\else\ifdefined\hypersetup
% \hypersetup{pdfkeywords={#1}}
% \fi\fi
% \ifdefined\isaccepted \else
% \par {\bf Keywords:} #1%
% \fi

% modification to natbib citations
% \setcitestyle{authoryear,round,citesep={;},aysep={,},yysep={;}}

% Redefinition of the abstract environment.
% Insert the ``appearing in'' copyright notice.
\centerline{\large\bf Abstract}
{\par\end{quote}\vskip 0.12in}

% numbered section headings with different treatment of numbers

\def\@startsection#1#2#3#4#5#6{\if@noskipsec \leavevmode \fi
\par \@tempskipa #4\relax
% Altered the following line to indent a section's first paragraph.
% \ifdim \@tempskipa <\z@ \@tempskipa -\@tempskipa \@afterindentfalse\fi
\ifdim \@tempskipa <\z@ \@tempskipa -\@tempskipa \fi
\if@nobreak \everypar{}\else
\addpenalty{\@secpenalty}\addvspace{\@tempskipa}\fi \@ifstar

\def\@sict#1#2#3#4#5#6[#7]#8{\ifnum #2>\c@secnumdepth
\refstepcounter{#1}\edef\@svsec{\csname the#1\endcsname}\fi
\@tempskipa #5\relax
\ifdim \@tempskipa>\z@
\begingroup #6\relax
\@hangfrom{\hskip #3\relax\@svsec.~}{\interlinepenalty \@M #8\par}
\csname #1mark\endcsname{#7}\addcontentsline
{toc}{#1}{\ifnum #2>\c@secnumdepth \else
\protect\numberline{\csname the#1\endcsname}\fi
\def\@svsechd{#6\hskip #3\@svsec #8\csname #1mark\endcsname
{toc}{#1}{\ifnum #2>\c@secnumdepth \else
\protect\numberline{\csname the#1\endcsname}\fi

\def\@sect#1#2#3#4#5#6[#7]#8{\ifnum #2>\c@secnumdepth
\refstepcounter{#1}\edef\@svsec{\csname the#1\endcsname\hskip 0.4em }\fi
\@tempskipa #5\relax
\ifdim \@tempskipa>\z@
\begingroup #6\relax
\@hangfrom{\hskip #3\relax\@svsec}{\interlinepenalty \@M #8\par}
\csname #1mark\endcsname{#7}\addcontentsline
{toc}{#1}{\ifnum #2>\c@secnumdepth \else
\protect\numberline{\csname the#1\endcsname}\fi
\def\@svsechd{#6\hskip #3\@svsec #8\csname #1mark\endcsname
{toc}{#1}{\ifnum #2>\c@secnumdepth \else
\protect\numberline{\csname the#1\endcsname}\fi

% section headings with less space above and below them
\def\thesection {\arabic{section}}
\def\thesubsection {\thesection.\arabic{subsection}}
\def\paragraph{\@startsection{paragraph}{4}{\z@}{1.5ex plus
0.5ex minus .2ex}{-1em}{\normalsize\bf}}
\def\subparagraph{\@startsection{subparagraph}{5}{\z@}{1.5ex plus
0.5ex minus .2ex}{-1em}{\normalsize\bf}}
% Footnotes
\footnotesep 6.65pt %
\skip\footins 9pt
\def\footnoterule{\kern-3pt \hrule width 0.8in \kern 2.6pt }
% Lists and paragraphs
\parindent 0pt
\topsep 4pt plus 1pt minus 2pt
\partopsep 1pt plus 0.5pt minus 0.5pt
\itemsep 2pt plus 1pt minus 0.5pt
\parsep 2pt plus 1pt minus 0.5pt
\parskip 6pt
\leftmargin 2em \leftmargini\leftmargin \leftmarginii 2em
\leftmarginiii 1.5em \leftmarginiv 1.0em \leftmarginv .5em
\leftmarginvi .5em
\labelwidth\leftmargini\advance\labelwidth-\labelsep \labelsep 5pt
\topsep 2pt plus 1pt minus 0.5pt
\parsep 1pt plus 0.5pt minus 0.5pt
\itemsep \parsep}
\topsep 1pt plus 0.5pt minus 0.5pt
\parsep \z@ \partopsep 0.5pt plus 0pt minus 0.5pt
\itemsep \topsep}
\abovedisplayskip 7pt plus2pt minus5pt%
\belowdisplayskip \abovedisplayskip
\abovedisplayshortskip 0pt plus3pt%
\belowdisplayshortskip 4pt plus3pt minus3pt%
% Less leading in most fonts (due to the narrow columns)
% The choices were between 1-pt and 1.5-pt leading

% Revised formatting for figure captions and table titles.

\vskip 10pt
\baselineskip 11pt
\setbox\@tempboxa\hbox{#1. #2}
\ifdim \wd\@tempboxa >\hsize
\sbox{\newcaptionbox}{\small\sl #1.~}
\usebox\newcaptionbox {\footnotesize #2}
% \usebox\newcaptionbox {\small #2}
\centerline{{\small\sl #1.} {\small #2}}

\def\fnum@figure{Figure \thefigure}
\def\fnum@table{Table \thetable}

% Strut macros for skipping spaces above and below text in tables.


% Various personal itemization commands.
\def\texitem#1{\par\noindent\hangindent 12pt
\hbox to 12pt {\hss #1 ~}\ignorespaces}

% To comment out multiple lines of text.

%% Line counter (not in final version). Adapted from NIPS style file by Christoph Sawade

% Vertical Ruler
% This code is, largely, from the CVPR 2010 conference style file
% ----- define vruler
% NUMBER with left flushed zeros \fillzeros[<WIDTH>]<NUMBER>
\newcount\cv@tmpc@ \newcount\cv@tmpc
\cv@tmpc=1 %
\loop\ifnum\cv@tmpc@<10 \else \divide\cv@tmpc@ by 10 \advance\cv@tmpc by 1 \fi
\ifnum\cv@tmpc@=10\relax\cv@tmpc@=11\relax\fi \ifnum\cv@tmpc@>10 \repeat
\loop\ifnum\cv@tmpc<#1\relax0\advance\cv@tmpc1\relax\fi \ifnum\cv@tmpc<#1 \repeat
\cv@tmpc@=#2\relax\ifnum\cv@tmpc@<0\cv@tmpc@=-\cv@tmpc@\fi \relax\the\cv@tmpc@}%
% \makevruler[<SCALE>][<INITIAL_COUNT>][<STEP>][<DIGITS>][<HEIGHT>]
\global\setbox\icmlrulerbox=\vbox to \textheight{%
\loop\setbox\cv@tmpbox=\hbox to0cm{ % side margin
\hfil {\hfil\fillzeros[#4]\icmlrulercount}
% ----- end of vruler

% \makevruler[<SCALE>][<INITIAL_COUNT>][<STEP>][<DIGITS>][<HEIGHT>]
\advance\icmlruleroffset by 5.2pt % top margin
\ifdefined\isaccepted \else
\put(\LenToUnit{-35pt},\LenToUnit{-\icmlruleroffset}){%left ruler
% \put(\LenToUnit{1.04\textwidth},\LenToUnit{-\icmlruleroffset}){%right ruler
% \icmlruler{\icmlrulercount}}

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@@ -1,4 +1,4 @@

% Standalone
@@ -14,7 +14,6 @@

% Style
\usepackage[hypertexnames=false, unicode, pdfusetitle]{hyperref}

% Fonts