Using structure to select features in high dimension. - Azencott - Workshop 3 - CEB T1 2019

Published: 07 May 2019
on channel: Institut Henri Poincaré
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Chloé-Agathe Azencott (Mines-Paristech) / 02.04.2019

Using structure to select features in high dimension.

Many problems in genomics require the ability to identify relevant features in data sets containing many more orders of magnitude than samples. This setup poses different statistical and computational challenges, and traditional feature selection methods fall short. In my talk, I will present several ways to incorporate prior knowledge of the structure of the features to address this problem.

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Langue : Anglais; Date : 02.04.2019; Conférencier : Azencott, Chloé-Agathe; Évenement : Workshop 3 - CEB T1 2019; Lieu : IHP; Mots Clés :