Gradient-free proximal methods with inexact oracle for convex stochastic nonsmooth optimization problems on the simplex. - Alexander V. Gasnikov; Anastasia A. Lagunovskaya; Ilnura Usmanova; Fedor A. Fedorenko (Autom. Remote. Control., 2016)

Stochastic online optimization. Single-point and multi-point non-linear multi-armed bandits. Convex and strongly-convex case. - Alexander V. Gasnikov; Ekaterina A. Krymova; Anastasia A. Lagunovskaya; Ilnura Usmanova; Fedor A. Fedorenko (Autom. Remote. Control., 2017)

Gradient-Free Two-Point Methods for Solving Stochastic Nonsmooth Convex Optimization Problems with Small Non-Random Noises. - A. S. Bayandina; Alexander V. Gasnikov; Anastasia A. Lagunovskaya (Autom. Remote. Control., 2018)