diff options
Diffstat (limited to 'paper')
| -rw-r--r-- | paper/example_paper.bib | 75 | ||||
| -rw-r--r-- | paper/example_paper.tex | 543 |
2 files changed, 0 insertions, 618 deletions
diff --git a/paper/example_paper.bib b/paper/example_paper.bib deleted file mode 100644 index a9565fe..0000000 --- a/paper/example_paper.bib +++ /dev/null @@ -1,75 +0,0 @@ -@inproceedings{langley00,
- author = {P. Langley},
- title = {Crafting Papers on Machine Learning},
- year = {2000},
- pages = {1207--1216},
- editor = {Pat Langley},
- booktitle = {Proceedings of the 17th International Conference
- on Machine Learning (ICML 2000)},
- address = {Stanford, CA},
- publisher = {Morgan Kaufmann}
-}
-
-@TechReport{mitchell80,
- author = "T. M. Mitchell",
- title = "The Need for Biases in Learning Generalizations",
- institution = "Computer Science Department, Rutgers University",
- year = "1980",
- address = "New Brunswick, MA",
-}
-
-@phdthesis{kearns89,
- author = {M. J. Kearns},
- title = {Computational Complexity of Machine Learning},
- school = {Department of Computer Science, Harvard University},
- year = {1989}
-}
-
-@Book{MachineLearningI,
- editor = "R. S. Michalski and J. G. Carbonell and T.
- M. Mitchell",
- title = "Machine Learning: An Artificial Intelligence
- Approach, Vol. I",
- publisher = "Tioga",
- year = "1983",
- address = "Palo Alto, CA"
-}
-
-@Book{DudaHart2nd,
- author = "R. O. Duda and P. E. Hart and D. G. Stork",
- title = "Pattern Classification",
- publisher = "John Wiley and Sons",
- edition = "2nd",
- year = "2000"
-}
-
-@misc{anonymous,
- title= {Suppressed for Anonymity},
- author= {Author, N. N.},
- year= {2011},
-}
-
-@InCollection{Newell81,
- author = "A. Newell and P. S. Rosenbloom",
- title = "Mechanisms of Skill Acquisition and the Law of
- Practice",
- booktitle = "Cognitive Skills and Their Acquisition",
- pages = "1--51",
- publisher = "Lawrence Erlbaum Associates, Inc.",
- year = "1981",
- editor = "J. R. Anderson",
- chapter = "1",
- address = "Hillsdale, NJ"
-}
-
-
-@Article{Samuel59,
- author = "A. L. Samuel",
- title = "Some Studies in Machine Learning Using the Game of
- Checkers",
- journal = "IBM Journal of Research and Development",
- year = "1959",
- volume = "3",
- number = "3",
- pages = "211--229"
-}
\ No newline at end of file diff --git a/paper/example_paper.tex b/paper/example_paper.tex deleted file mode 100644 index b7eff9d..0000000 --- a/paper/example_paper.tex +++ /dev/null @@ -1,543 +0,0 @@ -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%%%%%%%% 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. |