Stanford University
Arvind Mahankali, Haochen Zhang, Kefan Dong, Margalit Glasgow, Tengyu Ma
Nonconvex Optimization;Mean-Field Analysis;Beyond NTK;Deep Learning Theory
Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time