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CMSA Interdisciplinary Science: On optimization and generalization in deep learning

CMSA GENERAL RELATIVITY SEMINAR, SEMINARS

March 17, 2022      9:00 am
Speaker: Kenji Kawaguchi - National University of Singapore

Deep neural networks have achieved significant empirical success in many fields, including the fields of computer vision and natural language processing. Along with its empirical success, deep learning has been theoretically shown to be...
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CMSA General Relativity: The Einstein-flow on manifolds of negative curvature

CMSA GENERAL RELATIVITY SEMINAR, SEMINARS

March 10, 2022      9:30 am
Speaker: David Fajman - University of Vienna

We consider the Cauchy problem for the Einstein equations for cosmological spacetimes, i.e. spacetimes with compact spatial hypersurfaces. Various classes of those dynamical spacetimes have been constructed and analyzed using...
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