Department of Statistics, University of Wisconsin – Madison, Madison, WI 53706; Department of Statistics, University of Michigan – Ann Arbor; Department of Statistics, The Ohio State University
Vivak Patel, Shushu Zhang, Bowen Tian
Stochastic Gradient Descent;Nonconvexity;General Noise Models;Global Convergence
Global Convergence and Stability of Stochastic Gradient Descent