[Ml-stat-talks] Stephane Mallat 11/20/13

Amit Singer amits at math.Princeton.EDU
Mon Nov 18 10:47:26 EST 2013


DATE: Wednesday November 20, 2013

SEMINAR:  IDeAS Seminar

PLACE: 110 Fine Hall 

TIME: 3:00 pm 

SPEAKER: Stephane Mallat - CMAP, Ecole Polytechnique

TITLE: High-Dimensional Classification and Intermittency Modeling with
Scattering <http://www.pacm.princeton.edu/node/261> 

ABSTRACT: 

Invariant representations play a fundamental role to classify images and
audios signals, but also to analyze physical systems. Stability to
deformations is a key requirement in all these domains. We introduce a
scattering representation which builds stable invariants to translations or
the action of any Lie Group. It is calculated with a cascade of wavelet
tranforms and modulus non-linearities. Applications to image and audio
classifications will be shown. The representation of intermittent processes
and turbulent flows will be discussed.

 

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