Volgushev, Stanislav

2 publications

COLT 2022 Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization Under Infinite Noise Variance Nuri Mert Vural, Lu Yu, Krishna Balasubramanian, Stanislav Volgushev, Murat A Erdogdu

NeurIPS 2021 An Analysis of Constant Step Size SGD in the Non-Convex Regime: Asymptotic Normality and Bias Lu Yu, Krishnakumar Balasubramanian, Stanislav Volgushev, Murat A Erdogdu