Aleksandr V. Lobanov

11 papers A* 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Accelerated zero-order SGD under high-order smoothness and overparameterized regime.
CoRR
Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova, Alexander V. Gasnikov, Aleksandr V. Lobanov
2024 A* conf
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values.
NeurIPS
Aleksandr V. Lobanov, Alexander V. Gasnikov, Andrey Krasnov
2024 — conf
Nesterov's Method of Dichotomy via Order Oracle: The Problem of Optimizing a Two-Variable Function on a Square.
OPTIMA
Boris Chervonenkis, Andrei Krasnov, Alexander V. Gasnikov, Aleksandr V. Lobanov
2024 J jnl
The "Black-Box" Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation.
J. Optim. Theory Appl.
Aleksandr V. Lobanov, Nail Bashirov, Alexander V. Gasnikov
2023 — conf
Accelerated Zero-Order SGD Method for Solving the Black Box Optimization Problem Under "Overparametrization" Condition.
OPTIMA
Aleksandr V. Lobanov, Alexander V. Gasnikov
2023 A* conf
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance.
NeurIPS
Nikita Kornilov, Ohad Shamir, Aleksandr V. Lobanov, Darina Dvinskikh, Alexander V. Gasnikov, Innokentiy Shibaev, Eduard Gorbunov, Samuel Horváth
2023 J jnl
Gradient-Free Algorithms for Solving Stochastic Saddle Optimization Problems with the Polyak-Łojasiewicz Condition.
Program. Comput. Softw.
S. I. Sadykov, Aleksandr V. Lobanov, Andrei M. Raigorodskii
2023 J jnl
Non-smooth setting of stochastic decentralized convex optimization problem over time-varying Graphs.
Comput. Manag. Sci.
Aleksandr V. Lobanov, Andrew Veprikov, Georgiy Konin, Aleksandr Beznosikov, Alexander V. Gasnikov, Dmitry Kovalev
2023 — conf
Stochastic Adversarial Noise in the "Black Box" Optimization Problem.
OPTIMA
Aleksandr V. Lobanov
2021 J jnl
Application of Mini-Batch Metaheuristic Algorithms in Problems of Optimization of Deterministic Systems with Incomplete Information about the State Vector.
Algorithms
Andrei V. Panteleev, Aleksandr V. Lobanov
2020 J jnl
Mini-Batch Adaptive Random Search Method for the Parametric Identification of Dynamic Systems.
Autom. Remote. Control.
Andrei V. Panteleev, Aleksandr V. Lobanov