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diff --git a/paper/example_paper.tex b/paper/example_paper.tex new file mode 100644 index 0000000..b7eff9d --- /dev/null +++ b/paper/example_paper.tex @@ -0,0 +1,543 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%% ICML 2015 EXAMPLE LATEX SUBMISSION FILE %%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Use the following line _only_ if you're still using LaTeX 2.09. +%\documentstyle[icml2015,epsf,natbib]{article} +% If you rely on Latex2e packages, like most moden people use this: +\documentclass{article} + +% use Times +\usepackage{times} +% For figures +\usepackage{graphicx} % more modern +%\usepackage{epsfig} % less modern +\usepackage{subfigure} + +% For citations +\usepackage{natbib} + +% For algorithms +\usepackage{algorithm} +\usepackage{algorithmic} + +% As of 2011, we use the hyperref package to produce hyperlinks in the +% resulting PDF. If this breaks your system, please commend out the +% following usepackage line and replace \usepackage{icml2015} with +% \usepackage[nohyperref]{icml2015} above. +\usepackage{hyperref} + +% Packages hyperref and algorithmic misbehave sometimes. We can fix +% this with the following command. +\newcommand{\theHalgorithm}{\arabic{algorithm}} + +% Employ the following version of the ``usepackage'' statement for +% submitting the draft version of the paper for review. This will set +% the note in the first column to ``Under review. Do not distribute.'' +\usepackage{icml2015} + +% Employ this version of the ``usepackage'' statement after the paper has +% been accepted, when creating the final version. This will set the +% note in the first column to ``Proceedings of the...'' +%\usepackage[accepted]{icml2015} + + +% The \icmltitle you define below is probably too long as a header. +% Therefore, a short form for the running title is supplied here: +\icmltitlerunning{Submission and Formatting Instructions for ICML 2015} + +\begin{document} + +\twocolumn[ +\icmltitle{Submission and Formatting Instructions for \\ + International Conference on Machine Learning (ICML 2015)} + +% It is OKAY to include author information, even for blind +% submissions: the style file will automatically remove it for you +% unless you've provided the [accepted] option to the icml2015 +% package. +\icmlauthor{Your Name}{email@yourdomain.edu} +\icmladdress{Your Fantastic Institute, + 314159 Pi St., Palo Alto, CA 94306 USA} +\icmlauthor{Your CoAuthor's Name}{email@coauthordomain.edu} +\icmladdress{Their Fantastic Institute, + 27182 Exp St., Toronto, ON M6H 2T1 CANADA} + +% You may provide any keywords that you +% find helpful for describing your paper; these are used to populate +% the "keywords" metadata in the PDF but will not be shown in the document +\icmlkeywords{boring formatting information, machine learning, ICML} + +\vskip 0.3in +] + +\begin{abstract} +The purpose of this document is to provide both the basic paper template and +submission guidelines. +\end{abstract} + +\section{Electronic Submission} +\label{submission} + +Submission to ICML 2015 will be entirely electronic, via a web site +(not email). Information about the submission process and \LaTeX\ templates +are available on the conference web site at: +\begin{center} +\textbf{\texttt{http://icml.cc/2015/}} +\end{center} +Send questions about submission and electronic templates to +\texttt{program@icml.cc}. + +The guidelines below will be enforced for initial submissions and +camera-ready copies. Here is a brief summary: +\begin{itemize} +\item Submissions must be in PDF. +\item The maximum paper length is \textbf{8 pages excluding references, and 10 pages + including references} (pages 9 and 10 must contain only references). +\item Do \textbf{not include author information or acknowledgments} in your initial +submission. +\item Your paper should be in \textbf{10 point Times font}. +\item Make sure your PDF file only uses Type-1 fonts. +\item Place figure captions {\em under} the figure (and omit titles from inside +the graphic file itself). Place table captions {\em over} the table. +\item References must include page numbers whenever possible and be as complete +as possible. Place multiple citations in chronological order. +\item Do not alter the style template; in particular, do not compress the paper +format by reducing the vertical spaces. +\end{itemize} + +\subsection{Submitting Papers} + +{\bf Paper Deadline:} The deadline for paper submission to ICML 2015 +is at \textbf{23:59 Universal Time (3:59 Pacific Daylight Time) on February 6, 2015}. +If your full submission does not reach us by this time, it will +not be considered for publication. There is no separate abstract submission. + +{\bf Anonymous Submission:} To facilitate blind review, no identifying +author information should appear on the title page or in the paper +itself. Section~\ref{author info} will explain the details of how to +format this. + +{\bf Simultaneous Submission:} ICML will not accept any paper which, +at the time of submission, is under review for another conference or +has already been published. This policy also applies to papers that +overlap substantially in technical content with conference papers +under review or previously published. ICML submissions must not be +submitted to other conferences during ICML's review period. Authors +may submit to ICML substantially different versions of journal papers +that are currently under review by the journal, but not yet accepted +at the time of submission. Informal publications, such as technical +reports or papers in workshop proceedings which do not appear in +print, do not fall under these restrictions. + +\medskip + +To ensure our ability to print submissions, authors must provide their +manuscripts in \textbf{PDF} format. Furthermore, please make sure +that files contain only Type-1 fonts (e.g.,~using the program {\tt + pdffonts} in linux or using File/DocumentProperties/Fonts in +Acrobat). Other fonts (like Type-3) might come from graphics files +imported into the document. + +Authors using \textbf{Word} must convert their document to PDF. Most +of the latest versions of Word have the facility to do this +automatically. Submissions will not be accepted in Word format or any +format other than PDF. Really. We're not joking. Don't send Word. + +Those who use \textbf{\LaTeX} to format their accepted papers need to pay close +attention to the typefaces used. Specifically, when producing the PDF by first +converting the dvi output of \LaTeX\ to Postscript the default behavior is to +use non-scalable Type-3 PostScript bitmap fonts to represent the standard +\LaTeX\ fonts. The resulting document is difficult to read in electronic form; +the type appears fuzzy. To avoid this problem, dvips must be instructed to use +an alternative font map. This can be achieved with the following two commands: + +{\footnotesize +\begin{verbatim} +dvips -Ppdf -tletter -G0 -o paper.ps paper.dvi +ps2pdf paper.ps +\end{verbatim}} +Note that it is a zero following the ``-G''. This tells dvips to use +the config.pdf file (and this file refers to a better font mapping). + +A better alternative is to use the \textbf{pdflatex} program instead of +straight \LaTeX. This program avoids the Type-3 font problem, however you must +ensure that all of the fonts are embedded (use {\tt pdffonts}). If they are +not, you need to configure pdflatex to use a font map file that specifies that +the fonts be embedded. Also you should ensure that images are not downsampled +or otherwise compressed in a lossy way. + +Note that the 2015 style files use the {\tt hyperref} package to +make clickable links in documents. If this causes problems for you, +add {\tt nohyperref} as one of the options to the {\tt icml2015} +usepackage statement. + +\subsection{Reacting to Reviews} + +We will continue the ICML tradition in which the authors are given the +option of providing a short reaction to the initial reviews. These +reactions will be taken into account in the discussion among the +reviewers and area chairs. + +\subsection{Submitting Final Camera-Ready Copy} + +The final versions of papers accepted for publication should follow the +same format and naming convention as initial submissions, except of +course that the normal author information (names and affiliations) +should be given. See Section~\ref{final author} for details of how to +format this. + +The footnote, ``Preliminary work. Under review by the International +Conference on Machine Learning (ICML). Do not distribute.'' must be +modified to ``\textit{Proceedings of the +$\mathit{31}^{st}$ International Conference on Machine Learning}, +Lille, France, 2015. JMLR: W\&CP volume 37. +Copyright 2015 by the author(s).'' + +For those using the \textbf{\LaTeX} style file, simply change +$\mathtt{\backslash usepackage\{icml2015\}}$ to + +$$\mathtt{\backslash usepackage[accepted]\{icml2015\}}$$ + +\noindent +Authors using \textbf{Word} must edit the +footnote on the first page of the document themselves. + +Camera-ready copies should have the title of the paper as running head +on each page except the first one. The running title consists of a +single line centered above a horizontal rule which is $1$ point thick. +The running head should be centered, bold and in $9$ point type. The +rule should be $10$ points above the main text. For those using the +\textbf{\LaTeX} style file, the original title is automatically set as running +head using the {\tt fancyhdr} package which is included in the ICML +2015 style file package. In case that the original title exceeds the +size restrictions, a shorter form can be supplied by using + +\verb|\icmltitlerunning{...}| + +just before $\mathtt{\backslash begin\{document\}}$. +Authors using \textbf{Word} must edit the header of the document themselves. + +\section{Format of the Paper} + +All submissions must follow the same format to ensure the printer can +reproduce them without problems and to let readers more easily find +the information that they desire. + +\subsection{Length and Dimensions} + +Papers must not exceed eight (8) pages, including all figures, tables, +and appendices, but excluding references. When references are included, +the paper must not exceed ten (10) pages. Any submission that exceeds +this page limit or that diverges significantly from the format specified +herein will be rejected without review. + +The text of the paper should be formatted in two columns, with an +overall width of 6.75 inches, height of 9.0 inches, and 0.25 inches +between the columns. The left margin should be 0.75 inches and the top +margin 1.0 inch (2.54~cm). The right and bottom margins will depend on +whether you print on US letter or A4 paper, but all final versions +must be produced for US letter size. + +The paper body should be set in 10~point type with a vertical spacing +of 11~points. Please use Times typeface throughout the text. + +\subsection{Title} + +The paper title should be set in 14~point bold type and centered +between two horizontal rules that are 1~point thick, with 1.0~inch +between the top rule and the top edge of the page. Capitalize the +first letter of content words and put the rest of the title in lower +case. + +\subsection{Author Information for Submission} +\label{author info} + +To facilitate blind review, author information must not appear. If +you are using \LaTeX\/ and the \texttt{icml2015.sty} file, you may use +\verb+\icmlauthor{...}+ to specify authors. The author information +will simply not be printed until {\tt accepted} is an argument to the +style file. Submissions that include the author information will not +be reviewed. + +\subsubsection{Self-Citations} + +If your are citing published papers for which you are an author, refer +to yourself in the third person. In particular, do not use phrases +that reveal your identity (e.g., ``in previous work \cite{langley00}, we +have shown \ldots''). + +Do not anonymize citations in the reference section by removing or +blacking out author names. The only exception are manuscripts that are +not yet published (e.g. under submission). If you choose to refer to +such unpublished manuscripts \cite{anonymous}, anonymized copies have +to be submitted +as Supplementary Material via CMT. However, keep in mind that an ICML +paper should be self contained and should contain sufficient detail +for the reviewers to evaluate the work. In particular, reviewers are +not required to look a the Supplementary Material when writing their +review. + +\subsubsection{Camera-Ready Author Information} +\label{final author} + +If a paper is accepted, a final camera-ready copy must be prepared. +% +For camera-ready papers, author information should start 0.3~inches +below the bottom rule surrounding the title. The authors' names should +appear in 10~point bold type, electronic mail addresses in 10~point +small capitals, and physical addresses in ordinary 10~point type. +Each author's name should be flush left, whereas the email address +should be flush right on the same line. The author's physical address +should appear flush left on the ensuing line, on a single line if +possible. If successive authors have the same affiliation, then give +their physical address only once. + +A sample file (in PDF) with author names is included in the ICML2015 +style file package. + +\subsection{Abstract} + +The paper abstract should begin in the left column, 0.4~inches below +the final address. The heading `Abstract' should be centered, bold, +and in 11~point type. The abstract body should use 10~point type, with +a vertical spacing of 11~points, and should be indented 0.25~inches +more than normal on left-hand and right-hand margins. Insert +0.4~inches of blank space after the body. Keep your abstract brief and +self-contained, +limiting it to one paragraph and no more than six or seven sentences. + +\subsection{Partitioning the Text} + +You should organize your paper into sections and paragraphs to help +readers place a structure on the material and understand its +contributions. + +\subsubsection{Sections and Subsections} + +Section headings should be numbered, flush left, and set in 11~pt bold +type with the content words capitalized. Leave 0.25~inches of space +before the heading and 0.15~inches after the heading. + +Similarly, subsection headings should be numbered, flush left, and set +in 10~pt bold type with the content words capitalized. Leave +0.2~inches of space before the heading and 0.13~inches afterward. + +Finally, subsubsection headings should be numbered, flush left, and +set in 10~pt small caps with the content words capitalized. Leave +0.18~inches of space before the heading and 0.1~inches after the +heading. + +Please use no more than three levels of headings. + +\subsubsection{Paragraphs and Footnotes} + +Within each section or subsection, you should further partition the +paper into paragraphs. Do not indent the first line of a given +paragraph, but insert a blank line between succeeding ones. + +You can use footnotes\footnote{For the sake of readability, footnotes +should be complete sentences.} to provide readers with additional +information about a topic without interrupting the flow of the paper. +Indicate footnotes with a number in the text where the point is most +relevant. Place the footnote in 9~point type at the bottom of the +column in which it appears. Precede the first footnote in a column +with a horizontal rule of 0.8~inches.\footnote{Multiple footnotes can +appear in each column, in the same order as they appear in the text, +but spread them across columns and pages if possible.} + +\begin{figure}[ht] +\vskip 0.2in +\begin{center} +\centerline{\includegraphics[width=\columnwidth]{icml_numpapers}} +\caption{Historical locations and number of accepted papers for International + Machine Learning Conferences (ICML 1993 -- ICML 2008) and + International Workshops on Machine Learning (ML 1988 -- ML + 1992). At the time this figure was produced, the number of + accepted papers for ICML 2008 was unknown and instead estimated.} +\label{icml-historical} +\end{center} +\vskip -0.2in +\end{figure} + +\subsection{Figures} + +You may want to include figures in the paper to help readers visualize +your approach and your results. Such artwork should be centered, +legible, and separated from the text. Lines should be dark and at +least 0.5~points thick for purposes of reproduction, and text should +not appear on a gray background. + +Label all distinct components of each figure. If the figure takes the +form of a graph, then give a name for each axis and include a legend +that briefly describes each curve. Do not include a title inside the +figure; instead, the caption should serve this function. + +Number figures sequentially, placing the figure number and caption +{\it after\/} the graphics, with at least 0.1~inches of space before +the caption and 0.1~inches after it, as in +Figure~\ref{icml-historical}. The figure caption should be set in +9~point type and centered unless it runs two or more lines, in which +case it should be flush left. You may float figures to the top or +bottom of a column, and you may set wide figures across both columns +(use the environment {\tt figure*} in \LaTeX), but always place +two-column figures at the top or bottom of the page. + +\subsection{Algorithms} + +If you are using \LaTeX, please use the ``algorithm'' and ``algorithmic'' +environments to format pseudocode. These require +the corresponding stylefiles, algorithm.sty and +algorithmic.sty, which are supplied with this package. +Algorithm~\ref{alg:example} shows an example. + +\begin{algorithm}[tb] + \caption{Bubble Sort} + \label{alg:example} +\begin{algorithmic} + \STATE {\bfseries Input:} data $x_i$, size $m$ + \REPEAT + \STATE Initialize $noChange = true$. + \FOR{$i=1$ {\bfseries to} $m-1$} + \IF{$x_i > x_{i+1}$} + \STATE Swap $x_i$ and $x_{i+1}$ + \STATE $noChange = false$ + \ENDIF + \ENDFOR + \UNTIL{$noChange$ is $true$} +\end{algorithmic} +\end{algorithm} + +\subsection{Tables} + +You may also want to include tables that summarize material. Like +figures, these should be centered, legible, and numbered consecutively. +However, place the title {\it above\/} the table with at least +0.1~inches of space before the title and the same after it, as in +Table~\ref{sample-table}. The table title should be set in 9~point +type and centered unless it runs two or more lines, in which case it +should be flush left. + +% Note use of \abovespace and \belowspace to get reasonable spacing +% above and below tabular lines. + +\begin{table}[t] +\caption{Classification accuracies for naive Bayes and flexible +Bayes on various data sets.} +\label{sample-table} +\vskip 0.15in +\begin{center} +\begin{small} +\begin{sc} +\begin{tabular}{lcccr} +\hline +\abovespace\belowspace +Data set & Naive & Flexible & Better? \\ +\hline +\abovespace +Breast & 95.9$\pm$ 0.2& 96.7$\pm$ 0.2& $\surd$ \\ +Cleveland & 83.3$\pm$ 0.6& 80.0$\pm$ 0.6& $\times$\\ +Glass2 & 61.9$\pm$ 1.4& 83.8$\pm$ 0.7& $\surd$ \\ +Credit & 74.8$\pm$ 0.5& 78.3$\pm$ 0.6& \\ +Horse & 73.3$\pm$ 0.9& 69.7$\pm$ 1.0& $\times$\\ +Meta & 67.1$\pm$ 0.6& 76.5$\pm$ 0.5& $\surd$ \\ +Pima & 75.1$\pm$ 0.6& 73.9$\pm$ 0.5& \\ +\belowspace +Vehicle & 44.9$\pm$ 0.6& 61.5$\pm$ 0.4& $\surd$ \\ +\hline +\end{tabular} +\end{sc} +\end{small} +\end{center} +\vskip -0.1in +\end{table} + +Tables contain textual material that can be typeset, as contrasted +with figures, which contain graphical material that must be drawn. +Specify the contents of each row and column in the table's topmost +row. Again, you may float tables to a column's top or bottom, and set +wide tables across both columns, but place two-column tables at the +top or bottom of the page. + +\subsection{Citations and References} + +Please use APA reference format regardless of your formatter +or word processor. If you rely on the \LaTeX\/ bibliographic +facility, use {\tt natbib.sty} and {\tt icml2015.bst} +included in the style-file package to obtain this format. + +Citations within the text should include the authors' last names and +year. If the authors' names are included in the sentence, place only +the year in parentheses, for example when referencing Arthur Samuel's +pioneering work \yrcite{Samuel59}. Otherwise place the entire +reference in parentheses with the authors and year separated by a +comma \cite{Samuel59}. List multiple references separated by +semicolons \cite{kearns89,Samuel59,mitchell80}. Use the `et~al.' +construct only for citations with three or more authors or after +listing all authors to a publication in an earlier reference \cite{MachineLearningI}. + +Authors should cite their own work in the third person +in the initial version of their paper submitted for blind review. +Please refer to Section~\ref{author info} for detailed instructions on how to +cite your own papers. + +Use an unnumbered first-level section heading for the references, and +use a hanging indent style, with the first line of the reference flush +against the left margin and subsequent lines indented by 10 points. +The references at the end of this document give examples for journal +articles \cite{Samuel59}, conference publications \cite{langley00}, book chapters \cite{Newell81}, books \cite{DudaHart2nd}, edited volumes \cite{MachineLearningI}, +technical reports \cite{mitchell80}, and dissertations \cite{kearns89}. + +Alphabetize references by the surnames of the first authors, with +single author entries preceding multiple author entries. Order +references for the same authors by year of publication, with the +earliest first. Make sure that each reference includes all relevant +information (e.g., page numbers). + +\subsection{Software and Data} + +We strongly encourage the publication of software and data with the +camera-ready version of the paper whenever appropriate. This can be +done by including a URL in the camera-ready copy. However, do not +include URLs that reveal your institution or identity in your +submission for review. Instead, provide an anonymous URL or upload +the material as ``Supplementary Material'' into the CMT reviewing +system. Note that reviewers are not required to look a this material +when writing their review. + + +% Acknowledgements should only appear in the accepted version. +\section*{Acknowledgments} + +\textbf{Do not} include acknowledgements in the initial version of +the paper submitted for blind review. + +If a paper is accepted, the final camera-ready version can (and +probably should) include acknowledgements. In this case, please +place such acknowledgements in an unnumbered section at the +end of the paper. Typically, this will include thanks to reviewers +who gave useful comments, to colleagues who contributed to the ideas, +and to funding agencies and corporate sponsors that provided financial +support. + + +% In the unusual situation where you want a paper to appear in the +% references without citing it in the main text, use \nocite +\nocite{langley00} + +\bibliography{example_paper} +\bibliographystyle{icml2015} + +\end{document} + + +% This document was modified from the file originally made available by +% Pat Langley and Andrea Danyluk for ICML-2K. This version was +% created by Lise Getoor and Tobias Scheffer, it was slightly modified +% from the 2010 version by Thorsten Joachims & Johannes Fuernkranz, +% slightly modified from the 2009 version by Kiri Wagstaff and +% Sam Roweis's 2008 version, which is slightly modified from +% Prasad Tadepalli's 2007 version which is a lightly +% changed version of the previous year's version by Andrew Moore, +% which was in turn edited from those of Kristian Kersting and +% Codrina Lauth. Alex Smola contributed to the algorithmic style files. |