Department of Computer Science, University of California, Los Angeles; Simons Institute for the Theory of Computing, University of California, Berkeley
Spencer Frei, Quanquan Gu
nonconvex optimization;deep learning;neural networks;gradient descent
Proxy Convexity: A Unified Framework for the Analysis of Neural Networks Trained by Gradient Descent