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\icmltitlerunning{Inferring Graphs from Cascades: A Sparse Recovery Framework}

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\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{Sparse Recovery, Cascade Models, Graph Inference, Networks,
Diffusion Processes}

\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

\section*{Acknowledgments}

We would like to thank Yaron Singer, David Parkes, Jelani Nelson, Edoardo
Airoldi and Or Sheffet for helpful discussions. We are also grateful to the
anonymous reviewers for their insightful feedback and suggestions.
\bibliography{sparse}
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\newpage
\section{Appendix}
\input{sections/appendix.tex}

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