Estimate Sequences for Variance-Reduced Stochastic Composite Optimization. - Andrei Kulunchakov; Julien Mairal (ICML, 2019)

A Generic Acceleration Framework for Stochastic Composite Optimization. - Andrei Kulunchakov; Julien Mairal (NeurIPS, 2019)

Sparse recovery by reduced variance stochastic approximation. - Anatoli B. Juditsky; Andrei Kulunchakov; Hlib Tsyntseus (CoRR, 2020)

Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise. - Andrei Kulunchakov; Julien Mairal (J. Mach. Learn. Res., 2020)

Stochastic optimization for large-scale machine learning: variance reduction and acceleration. (Optimisation stochastique pour l'apprentissage machine à grande échelle: réduction de la variance et accélération). - Andrei Kulunchakov (2020)