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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%% 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}
\usepackage{caption}
\usepackage{array}
% This is only temporary to take the reviewers' comments into account
\usepackage{color}
% The \icmltitle you define below is probably too long as a header.
% Therefore, a short form for the running title is supplied here:
\icmltitlerunning{Inferring Graphs from Cascades: A Sparse Recovery Framework}
\usepackage{amsmath, amsfonts, amssymb, amsthm, bbm}
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\newtheorem{definition}{Definition}
\newtheorem{fact}{Fact}
\begin{document}
\twocolumn[
\icmltitle{Inferring Graphs from Cascades: A Sparse Recovery Framework}
% 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{Jean Pouget-Abadie}{jeanpougetabadie@g.harvard.edu}
\icmladdress{Harvard University}
\icmlauthor{Thibaut Horel}{thorel@seas.harvard.edu}
\icmladdress{Harvard University}
% 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}
\label{sec:model}
\input{sections/model.tex}
\section{Results}
\label{sec:results}
\input{sections/results.tex}
\section{A Lower Bound}
\label{sec:lowerbound}
\input{sections/lowerbound.tex}
\section{Experiments}
\label{sec:experiments}
\input{sections/experiments.tex}
\section{Future Work}
\label{sec:linear_threshold}
\input{sections/discussion.tex}
\newpage
\bibliography{sparse}
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\newpage
\section{Appendix}
\input{sections/appendix.tex}
\end{document}
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