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<title>Nicolas Goix</title>
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<div class="menu-category">Nicolas Goix</div>
<div class="menu-item"><a href="index.html" class="current">Home</a></div>
<div class="menu-item"><a href="biography.html">Biography</a></div>
<div class="menu-category">Research</div>
<div class="menu-item"><a href="papers.html">Papers</a></div>
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<h1>Nicolas Goix – Papers</h1>
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<h2>Publications</h2>
<ul>
<li><p> Learning the Dependence Structure of Rare Events: a Non-Asymptotic Study. (COLT 2015, selected for a long talk) <a href="http://jmlr.csail.mit.edu/proceedings/papers/v40/Goix15" target="_blank">[JMLR]</a> </p></li>
<li><p>On Anomaly Ranking and Excess-Mass Curves. (AISTAT 2015) <a href="http://jmlr.org/proceedings/papers/v38/goix15" target="_blank">[JMLR]</a> </p></li>
</ul>
<h2>Working Papers</h2>
<ul>
<li><p>Sparsity in Multivariate Extremes with Application to Anomaly Detection <a href="http://arxiv.org/abs/1507.05899" target="_blank">[ArXiv]</a></p></li>
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<h2>Talks and Resources</h2>
<ul>
<li><p> COLT 2015, Paris July 2015, Learning the Dependence Structure of Rare Events <a href="http://videolectures.net/colt2015_goix_rare_events" target="_blank">[Video talk with slides]</a> <a href="slide_colt2015.pdf" target="_blank">[Slides]</a><a href="poster_colt2015.pdf" target="_blank">[Poster]</a> </p></li>
<li><p> AISTAT 2015, San Diego May 2015, Anomaly Ranking and Excess-Mass Curves <a href="poster_aistat2015.pdf" target="_blank">[Poster]</a></p></li>
<li><p> Séminaire de Statistique AgroParisTech, Paris May 2015, Scoring Anomalies among Multivariate Extreme Observations <a href="AgroParisTech2015.pdf" target="_blank">[Slides]</a></p></li>
<li><p> SMILE, 'NIPS defriefing', Paris January 15, Approximating Hierarchical MV-sets for Hierarchical Clustering (Assaf Glazer, Omer Weissbrod, Michael Lindenbaum, Shaul Markovitch)
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