High Energy Theory Seminar

Good and Bad Analogies of Physics in Deep Learning

To what extent are deep learning models similar to complex physical systems? I will discuss analogies between aspects of deep learning, glassy systems, and Brownian motion. The results may help us to improve second-order optimization algorithms.

Date & Time

April 27, 2018 | 1:45pm – 3:00pm

Location

Bloomberg Lecture Hall

Affiliation

Member, School of Natural Sciences, Institute for Advanced Study

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