Publications

Kubentayeva, M., Gasnikov, A. Finding equilibria in the traffic assignment problem with primal-dual gradient methods for stable dynamics model and beckmann model (2021) Mathematics, 9 (11), статья № 1217. Scopus WOS DOI Q2

Vorontsova, E.A., Gasnikov, A.V., Dvurechensky, P.E., Ivanova, A.S., Pasechnyuk, D.A. Numerical Methods for the Resource Allocation Problem in a Computer Network (2021) Computational Mathematics and Mathematical Physics, 61 (2), pp. 297-328. Scopus DOI Q2

Gasnikov, A.V., Dvinskikh, D.M., Dvurechensky, P.E., Kamzolov, D.I., Matyukhin, V.V., Pasechnyuk, D.A., Tupitsa, N.K., Chernov, A.V. Accelerated Meta-Algorithm for Convex Optimization Problems (2021) Computational Mathematics and Mathematical Physics, 61 (1), pp. 17-28. Scopus DOI Q2

Gorbunov E., Rogozin A., Beznosikov A., Dvinskikh D., Gasnikov A. Recent Theoretical Advances in Decentralized Distributed Convex Optimization // Springer Optimization and Its Applications, Vol. 191, P. 253 - 325 Scopus WOS DOI Q3

Gladin, E., Alkousa, M., Gasnikov, A. Solving Convex Min-Min Problems with Smoothness and Strong Convexity in One Group of Variables and Low Dimension in the Other // Automation and Remote Control, 82 (10), pp. 1679-1691. Scopus DOI Q3

Tupitsa, N., Dvurechensky, P., Gasnikov, A., Guminov, S. Alternating minimization methods for strongly convex optimization (2021) Journal of Inverse and Ill-Posed Problems, 29 (5), pp. 721-739. Scopus WOS DOI Q3

Dvinskikh, D., Gasnikov, A. Decentralized and parallel primal and dual accelerated methods for stochastic convex programming problems (2021) Journal of Inverse and Ill-Posed Problems, 29 (3), pp. 385-405. Scopus WOS DOI Q3

Rogozin, A., Lukoshkin, V., Gasnikov, A., Kovalev, D., Shulgin, E. Towards Accelerated Rates for Distributed Optimization over Time-Varying Networks (2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13078 LNCS, pp. 258-272. Scopus WOS DOI Q3

Matyukhin, V., Kabanikhin, S., Shishlenin, M., Novikov, N., Vasin, A., Gasnikov, A. Convex Optimization with Inexact Gradients in Hilbert Space and Applications to Elliptic Inverse Problems (2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12755 LNCS, pp. 159-175. Scopus WOS DOI Q3

Safin, K., Dvurechensky, P., Gasnikov, A. Adaptive Gradient-Free Method for Stochastic Optimization (2021) Communications in Computer and Information Science, 1514 CCIS, pp. 95-108. Scopus DOI Q4

Pasechnyuk, D., Dvurechensky, P., Omelchenko, S., Gasnikov, A. Stochastic Optimization for Dynamic Pricing (2021) Communications in Computer and Information Science, 1514 CCIS, pp. 82-94. Scopus WOS DOI Q4

Ivanova, A., Pasechnyuk, D., Grishchenko, D., Shulgin, E., Gasnikov, A., Matyukhin, V. Adaptive Catalyst for Smooth Convex Optimization (2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13078 LNCS, pp. 20-37. Scopus DOI Q4

Beznosikov, A., Rogozin, A., Kovalev, D., Gasnikov, A. Near-Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks (2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13078 LNCS, pp. 246-257. Scopus WOS DOI Q4

Sadiev, A., Beznosikov, A., Dvurechensky, P., Gasnikov, A. Zeroth-Order Algorithms for Smooth Saddle-Point Problems (2021) Communications in Computer and Information Science, 1476 CCIS, pp. 71-85. Scopus DOI Q4

Maslovskiy, A., Pasechnyuk, D., Gasnikov, A., Anikin, A., Rogozin, A., Gornov, A., Antonov, L., Vlasov, R., Nikolaeva, A., Begicheva, M. Non-convex Optimization in Digital Pre-distortion of the Signal (2021) Communications in Computer and Information Science, 1476 CCIS, pp. 54-70. Scopus WOS DOI Q4