At the interface of physics, mathematics and artificial intelligence

High dimensional Stochastic Gradient Descent, summary statistics and effective dynamics

Not scheduled

1h

Pollica Physics Center

Speaker

Gérard Ben Arous (New York U.)

Description

I will survey recent progress about the behavior of SGD in high dimensional settings.
(in joint works with Aukosh Jagannath and Reza Gheissari, and upcoming work with them and Jiaoyang Huang)