%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%% 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} \usepackage[utf8]{inputenc} % The \icmltitle you define below is probably too long as a header. % Therefore, a short form for the running title is supplied here: \icmltitlerunning{Sparse Recovery for Graph Inference} \usepackage{amsmath, amsfonts, amssymb, amsthm, bbm} \usepackage{verbatim} \newcommand{\reals}{\mathbb{R}} \newcommand{\ints}{\mathbb{N}} \renewcommand{\O}{\mathcal{O}} \DeclareMathOperator{\E}{\mathbb{E}} \let\P\relax \DeclareMathOperator{\P}{\mathbb{P}} \newcommand{\ex}[1]{\E\left[#1\right]} \newcommand{\prob}[1]{\P\left[#1\right]} \newcommand{\inprod}[2]{#1 \cdot #2} \newcommand{\defeq}{\equiv} \DeclareMathOperator*{\argmax}{argmax} \newtheorem{theorem}{Theorem} \newtheorem{lemma}{Lemma} \newtheorem{corollary}{Corollary} \newtheorem{remark}{Remark} \newtheorem{proposition}{Proposition} \newtheorem{definition}{Definition} \begin{document} \twocolumn[ \icmltitle{Sparse Recovery for Graph Inference} % 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} \input{sections/abstract.tex} \end{abstract} \section{Introduction} \input{sections/intro.tex} \section{Model} \input{sections/model.tex} \section{Results} \input{sections/results.tex} \section{A lower bound} \label{sec:lowerbound} \input{sections/lowerbound.tex} \section{Assumptions} \label{sec:assumptions} \input{sections/assumptions.tex} \section{Linear Threshold Model} \label{sec:linear_threshold} \input{sections/linear_threshold.tex} \section{Experiments} \input{sections/experiments.tex} \section{Discussion} \section{Appendix} \input{sections/appendix.tex} \bibliography{sparse} \bibliographystyle{icml2015} \end{document}