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 HallSpeakers
Affiliation
Member, School of Natural Sciences, Institute for Advanced Study