Mini-Batch Adaptive Random Search Method for the Parametric Identification of Dynamic Systems. - Andrei V. Panteleev; Aleksandr V. Lobanov (Autom. Remote. Control., 2020)

Application of Mini-Batch Metaheuristic Algorithms in Problems of Optimization of Deterministic Systems with Incomplete Information about the State Vector. - Andrei V. Panteleev; Aleksandr V. Lobanov (Algorithms, 2021)

Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance. - Nikita Kornilov; Ohad Shamir; Aleksandr V. Lobanov; Darina Dvinskikh; Alexander V. Gasnikov; Innokentiy Shibaev; Eduard Gorbunov; Samuel Horváth (NeurIPS, 2023)

Stochastic Adversarial Noise in the "Black Box" Optimization Problem. - Aleksandr V. Lobanov (OPTIMA, 2023)

Accelerated Zero-Order SGD Method for Solving the Black Box Optimization Problem Under "Overparametrization" Condition. - Aleksandr V. Lobanov; Alexander V. Gasnikov (OPTIMA, 2023)

Non-smooth setting of stochastic decentralized convex optimization problem over time-varying Graphs. - Aleksandr V. Lobanov; Andrew Veprikov; Georgiy Konin; Aleksandr Beznosikov; Alexander V. Gasnikov; Dmitry Kovalev (Comput. Manag. Sci., 2023)

Gradient-Free Algorithms for Solving Stochastic Saddle Optimization Problems with the Polyak-Łojasiewicz Condition. - S. I. Sadykov; Aleksandr V. Lobanov; Andrei M. Raigorodskii (Program. Comput. Softw., 2023)

Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values. - Aleksandr V. Lobanov; Alexander V. Gasnikov; Andrey Krasnov (NeurIPS, 2024)

Nesterov's Method of Dichotomy via Order Oracle: The Problem of Optimizing a Two-Variable Function on a Square. - Boris Chervonenkis; Andrei Krasnov; Alexander V. Gasnikov; Aleksandr V. Lobanov (OPTIMA, 2024)

Accelerated zero-order SGD under high-order smoothness and overparameterized regime. - Georgii Bychkov; Darina Dvinskikh; Anastasia Antsiferova; Alexander V. Gasnikov; Aleksandr V. Lobanov (CoRR, 2024)

The "Black-Box" Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation. - Aleksandr V. Lobanov; Nail Bashirov; Alexander V. Gasnikov (J. Optim. Theory Appl., 2024)