Princeton University; TTI-Chicago and Hebrew University
Itay Safran, Gal Vardi, Jason Lee
Deep Learning Theory;Non-convex Optimization;Gradient Flow
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias