Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA

9 April 2024

Papers citing "Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA"

3 / 3 papers shown

Title
A Piecewise Lyapunov Analysis of Sub-quadratic SGD: Applications to Robust and Quantile Regression Yixuan Zhang Dongyan Yudong Chen Qiaomin Xie 24 0 0 11 Apr 2025
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson-Romberg Extrapolation Marina Sheshukova Denis Belomestny Alain Durmus Eric Moulines Alexey Naumov S. Samsonov 33 1 0 07 Oct 2024
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference D. Huo Yudong Chen Qiaomin Xie 32 4 0 18 Dec 2023