University of Toronto; University of Toronto & Vector Institute; University of California, Davis
Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat Erdogdu
Constant Step Size SGD;Non-convex optimization;Polyak-Ruppert averaging;CLT
An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias