Andrei Kulunchakov

Sparse recovery by reduced variance stochastic approximation pdf

Anatoli Juditsky, Andrei Kulunchakov, Hlib Tsyntseus, 2020, ArXiv.

Estimate Sequences for Variance-Reduced Stochastic Composite Optimization

Julien Mairal, Andrei Kulunchakov, J. Mairal, 2019, ICML.

A Generic Acceleration Framework for Stochastic Composite Optimization

Julien Mairal, Andrei Kulunchakov, J. Mairal, 2019, NeurIPS.

Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise

Julien Mairal, Andrei Kulunchakov, J. Mairal, 2019, J. Mach. Learn. Res..