Publications

Pirau, V., Beznosikov, A., Takáč, M., Matyukhin, V., Gasnikov, A. Preconditioning meets biased compression for efficient distributed optimization (2024) Computational Management Science, 21 (1), статья № 14. Scopus DOI Q3

Yufereva, O., Persiianov, M., Dvurechensky, P., Gasnikov, A., Kovalev, D. Decentralized convex optimization on time-varying networks with application to Wasserstein barycenters (2024) Computational Management Science, 21 (1), статья № 12. Scopus DOI Q3

Metelev, D., Beznosikov, A., Rogozin, A., Gasnikov, A., Proskurnikov, A. Decentralized optimization over slowly time-varying graphs: algorithms and lower bounds (2024) Computational Management Science, 21 (1), статья № 8. Scopus DOI Q3

Ablaev, S.S., Beznosikov, A.N., Gasnikov, A.V., Dvinskikh, D.M., Lobanov, A.V., Puchinin, S.M., Stonyakin, F.S. On Some Works of Boris Teodorovich Polyak on the Convergence of Gradient Methods and Their Development (2024) Computational Mathematics and Mathematical Physics, 64 (4), pp. 635-675. Scopus DOI Q3

Gasnikov, A.V., Lobanov, A.V., Stonyakin, F.S. Highly Smooth Zeroth-Order Methods for Solving Optimization Problems under the PL Condition (2024) Computational Mathematics and Mathematical Physics, 64 (4), pp. 739-770. Scopus DOI Q3

Nguyen, N.T., Rogozin, A.V., Gasnikov, A.V. Average-Case Optimization Analysis for Distributed Consensus Algorithms on Regular Graphs (2024) Russian Journal of Nonlinear Dynamics, 20 (5), pp. 907-931. Scopus DOI Q3

Smirnov, V.N., Kazistova, K.M., Sudakov, I.A., Leplat, V., Gasnikov, A.V., Lobanov, A.V. Asymptotic Analysis of the Ruppert – Polyak Averaging for Stochastic Order Oracle (2024) Russian Journal of Nonlinear Dynamics, 20 (5), pp. 961-978. Scopus DOI Q3

Gasnikov, A.V., Alkousa, M.S., Lobanov, A.V., Dorn, Y.V., Stonyakin, F.S., Kuruzov, I.A., Singh, S.R. On Quasi-Convex Smooth Optimization Problems by a Comparison Oracle (2024) Russian Journal of Nonlinear Dynamics, 20 (5), pp. 813-825. Scopus DOI Q3

Hildebrand R. Numerical Range and a Generalization of Duffin’s Overdamping Criterion (2024) Computational Mathematics and Mathematical Physics, 64 (4), pp. 599 - 604 Scopus DOI Q3

Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova, Alexander Gasnikov, Aleksandr Lobanov. Accelerated zero-order SGD under high-order smoothness and overparameterized regime (2024) Q3

Savchuk, O., Puchinin, S., Stonyakin, F., Alkousa, M., Gasnikov, A. Numerical Methods for Variational Inequalities and Saddle Point Problems with Relative Inexact Information (2024) Communications in Computer and Information Science, 2239 CCIS, pp. 19-45. Scopus DOI Q4

Yudin, N.E., Gasnikov, A.V. Regularization and acceleration of Gauss - Newton method [Регуляризация и ускорение метода Гаусса - Ньютона] (2024) Computer Research and Modeling, 16 (7), pp. 1829-1840. Scopus DOI Q4

Ignashin, I. N., and D. V. Yarmoshik. Modifications of the Frank–Wolfe algorithm in the problem of finding the equilibrium distribution of traffic flows. (2024) Computer research and modeling  Q4

Aleksandr Lobanov, Alexander Gasnikov, Eduard Gorbunov, Martin Takáč. Linear Convergence Rate in Convex Setup is Possible! Gradient Descent Method Variants under (L_0,L_1)-Smoothness (2025) 

V.N. Smirnov, K.M. Kazistova, I.A. Sudakov, V. Leplat, A.V. Gasnikov, A.V. Lobanov. Ruppert-Polyak averaging for Stochastic Order Oracle (2024)