Talks
Summer 2019
Recent Developments in Over-parametrized Neural Networks, Part II
Thursday, May 30th, 2019, 9:30 am–10:50 am
Event:
Speaker:
Jason Lee (University of Southern California)
We survey recent developments in the optimization and learning of deep neural networks. The three focus topics are on: 1) geometric results for the optimization of neural networks , 2) Overparametrized neural networks in the kernel regime (Neural Tangent Kernel) and its implications and limitations , and 3) potential strategies to prove SGD improves on kernel predictors.