Publications

Solodkin, V., Chezhegov, S., Nazikov, R., Beznosikov, A., Gasnikov, A. Accelerated Stochastic Gradient Method with Applications to Consensus Problem in Markov-Varying Networks (2024) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14766 LNCS, pp. 69-86. Scopus DOI Q2

Nguyen, N.T., Rogozin, A., Metelev, D., Gasnikov, A. Min-Max Optimization over Slowly Time-Varying Graphs (2024) Doklady Mathematics, 108 (Suppl 2), pp. S300-S309. Scopus DOI Q2

A. Gasnikov, V. Temlyakov. Some lower bounds for optimal sampling recovery of functions with mixed smoothness (2024) Q2

O. S. Savchuk, M. S. Alkousa, A. S. Shushko, A. A. Vyguzov, F. S. Stonyakin, D. A. Pasechnyuk, A. V. Gasnikov. Accelerated Bregman gradient methods for relatively smooth and relatively Lipschitz continuous minimization problems (2024) Q2

Andrey Sadchikov, Savelii Chezhegov, Aleksandr Beznosikov, Alexander Gasnikov. Local SGD for near-quadratic problems: Improving convergence under unconstrained noise conditions (2024) Q2

Boris Chervonenkis, Andrei Krasnov, Alexander Gasnikov, Aleksandr Lobanov. Nesterov’s Method of Dichotomy via Order Oracle: The Problem of Optimizing a Two-Variable Function on a Square (2024) International Conference on Optimization and Applications Q2

Victoria Guseva, Ilya Sklonin, Irina Podlipnova, Demyan Yarmoshik, Alexander Gasnikov. An Equilibrium Dynamic Traffic Assignment Model with Linear Programming Formulation (2024) International Conference on Optimization and Applications Q2

Roman Emelyanov, Andrey Tikhomirov, Aleksandr Beznosikov, Alexander Gasnikov. Extragradient Sliding for Composite Non-monotone Variational Inequalities (2024) International Conference on Optimization and Applications Q2

A. Gasnikov, V. Temlyakov. On greedy approximation in complex Banach spaces (2024) Q2

Savelii Chezhegov, Sergey Skorik, Nikolas Khachaturov, Danil Shalagin, Aram Avetisyan, Martin Takáč, Yaroslav Kholodov, Aleksandr Beznosikov. Local methods with adaptivity via scaling (2024) Q2

Yarmoshik D., Persiianov M. On the application of saddle-point methods for combined equilibrium transportation models  (2024)  International Conference on Mathematical Optimization Theory and Operations Research // Lecture Notes in Computer Science DOI Q2

Meruza Kubentayeva, Demyan Yarmoshik, Mikhail Persiianov, Alexey Kroshnin, Ekaterina Kotliarova, Nazarii Tupitsa, Dmitry Pasechnyuk, Alexander Gasnikov, Vladimir Shvetsov, Leonid Baryshev, Alexey Shurupov. Primal-Dual Gradient Methods for Searching Network Equilibria in Combined Models with Nested Choice Structure and Capacity Constraints (2024) Scopus DOI Q3

Krivchenko, V.O., Gasnikov, A.V., Kovalev, D.A. Convex-Concave Interpolation and Application of PEP to the Bilinear-Coupled Saddle Point Problem (2024) Russian Journal of Nonlinear Dynamics, 20 (5), pp. 875-893. Scopus DOI Q3

Akindinov, G.D., Gasnikov, A.V., Krivorotko, O.I., Matyukhin, V.V., Pletnev, N.V. Gradient-type Approaches to Inverse and Ill-Posed Problems of Mathematical Physics (2024) Computational Mathematics and Mathematical Physics, 64 (9), pp. 1974-1990. Scopus DOI Q3

Dorn, Y., Kornilov, N., Kutuzov, N., Nazin, A., Gorbunov, E., Gasnikov, A. Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits (2024) Computational Management Science, 21 (1), статья № 19. Scopus DOI Q3