Pantheon SEMPARIS Le serveur des séminaires parisiens Paris

Status Confirmed
Seminar Series MATH-IHES
Subjects hep-th
Date Monday 25 November 2019
Time 15:00
Institute IHES
Seminar Room Centre de conférences Marilyn et James Simons
Speaker's Last Name Jacquet
Speaker's First Name Philippe
Speaker's Email Address
Speaker's Institution INRIA, Nokia Bell Labs
Title Al vs Information Theory and Learnability
Abstract We will first give a quick review of how information theory impacts AI, in particular how a complex system can evolve into a more complex system while satisfying the laws of information theory. Second we will investigate the problem of learnability. Deep neural networks are sometimes uncapable of learning surprisingly simple problems, we will try to hint a characterization of those problems.
arXiv Preprint Number
Comments Nokia-IHES Workshop

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