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2021

Rogozin, A., Bochko, M., Dvurechensky, P., Gasnikov, A., Lukoshkin, V. An Accelerated Method for Decentralized Distributed Stochastic Optimization over Time-Varying Graphs (2021) Proceedings of the IEEE Conference on Decision and Control, 2021-December, pp. 3367-3373. Scopus WOS DOI

Agafonov, A., Dvurechensky, P., Scutari, G., Gasnikov, A., Kamzolov, D., Lukashevich, A., Daneshmand, A. An Accelerated Second-Order Method for Distributed Stochastic Optimization (2021) Proceedings of the IEEE Conference on Decision and Control, 2021-December, pp. 2407-2413. Scopus WOS DOI

Sergey Guminov, Pavel E. Dvurechensky, Nazarii Tupitsa, Alexander V. Gasnikov. On a Combination of Alternating Minimization and Nesterov's Momentum (2021) Scopus DOI

2020

Gorbunov, E., Danilova, M., Gasnikov, A. Stochastic optimization with heavy-tailed noise via accelerated gradient clipping (2020) Advances in Neural Information Processing Systems, 2020-December. Scopus WOS DOI A*

Rogozin, A., Uribe, C.A., Gasnikov, A.V., Malkovsky, N., Nedic, A. Optimal distributed convex optimization on slowly time-varying graphs (2020) IEEE Transactions on Control of Network Systems, 7 (2), статья № 8882272, pp. 829-841. Scopus WOS DOI Q1

Alkousa, M.S., Gasnikov, A.V., Dvinskikh, D.M., Kovalev, D.A., Stonyakin, F.S. Accelerated Methods for Saddle-Point Problem (2020) Computational Mathematics and Mathematical Physics, 60 (11), pp. 1787-1809. Scopus DOI Q2

Dvinskikh, D.M., Tyurin, A.I., Gasnikov, A.V., Omel’chenko, C.C. Accelerated and Unaccelerated Stochastic Gradient Descent in Model Generality (2020) Mathematical Notes, 108 (3-4), pp. 511-522. Scopus WOS DOI Q2

Dvinskikh, D.M., Omelchenko, S.S., Gasnikov, A.V., Tyurin, A.I. Accelerated Gradient Sliding for Minimizing a Sum of Functions (2020) Doklady Mathematics, 101 (3), pp. 244-246. Scopus WOS DOI Q2

Daniil Tiapkin, Alexander V. Gasnikov, Pavel E. Dvurechensky. Stochastic Saddle-Point Optimization for Wasserstein Barycenters (2020) Scopus DOI Q2

Ivanova, A., Stonyakin, F., Pasechnyuk, D., Vorontsova, E., Gasnikov, A. Adaptive mirror descent for the network utility maximization problem (2020) IFAC-PapersOnLine, 53, pp. 7851-7856. Scopus WOS DOI Q3

Parsegov, S., Kubentayeva, S., Gryazina, E., Gasnikov, A., Ibáñez, F. ADMM-based Distributed State Estimation for Power Systems: Evaluation of Performance (2020) IFAC-PapersOnLine, 53 (5), pp. 182-188. Scopus DOI Q3

Dvinskikh, D., Ogaltsov, A., Gasnikov, A., Dvurechensky, P., Spokoiny, V. On the line-search gradient methods for stochastic optimization (2020) IFAC-PapersOnLine, 53, pp. 1715-1720. Scopus WOS DOI Q3

Beznosikov, A., Gorbunov, E., Gasnikov, A. Derivative-free method for composite optimization with applications to decentralized distributed optimization (2020) IFAC-PapersOnLine, 53, pp. 4038-4043. Scopus WOS DOI Q3

Rogozin, A., Gasnikov, A. Penalty-Based Method for Decentralized Optimization over Time-Varying Graphs (2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12422 LNCS, pp. 239-256. Scopus WOS DOI Q3

Kamzolov, D., Gasnikov, A., Dvurechensky, P. Optimal Combination of Tensor Optimization Methods (2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12422 LNCS, pp. 166-183. Scopus WOS DOI Q3

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