Публикации

Kovalev, D., Gasanov, E., Gasnikov, A., Richtárik, P. Lower Bounds and Optimal Algorithms for Smooth and Strongly Convex Decentralized Optimization Over Time-Varying Networks (2021) Advances in Neural Information Processing Systems, 27, pp. 22325-22335. Scopus WOS DOI A*

Kovalev, D., Shulgin, E., Richtárik, P., Rogozin, A., Gasnikov, A. ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks (2021) Proceedings of Machine Learning Research, 139, pp. 5784-5793. Scopus WOS DOI A*

Daneshmand, A., Scutari, G., Dvurechensky, P., Gasnikov, A. Newton Method over Networks is Fast up to the Statistical Precision (2021) Proceedings of Machine Learning Research, 139, pp. 2398-2409. Scopus WOS DOI A*

Dvurechensky, P., Gorbunov, E., Gasnikov, A. An accelerated directional derivative method for smooth stochastic convex optimization (2021) European Journal of Operational Research, 290 (2), pp. 601-621. Scopus DOI Q1

Stonyakin, F., Tyurin, A., Gasnikov, A., Dvurechensky, P., Agafonov, A., Dvinskikh, D., Alkousa, M., Pasechnyuk, D., Artamonov, S., Piskunova, V. Inexact model: a framework for optimization and variational inequalities (2021) Optimization Methods and Software, 36 (6), pp. 1155-1201. Scopus DOI Q1

Uribe, C.A., Lee, S., Gasnikov, A., Nedić, A. A dual approach for optimal algorithms in distributed optimization over networks (2021) Optimization Methods and Software, 36 (1), pp. 171-210. Scopus WOS DOI Q1

Nesterov, Y., Gasnikov, A., Guminov, S., Dvurechensky, P. Primal–dual accelerated gradient methods with small-dimensional relaxation oracle (2021) Optimization Methods and Software, 36 (4), pp. 773-810. Scopus WOS DOI Q1

Ivanova, A., Dvurechensky, P., Gasnikov, A., Kamzolov, D. Composite optimization for the resource allocation problem (2021) Optimization Methods and Software, 36 (4), pp. 720-754. Scopus DOI Q1

Kamzolov, D., Dvurechensky, P., Gasnikov, A.V. Universal intermediate gradient method for convex problems with inexact oracle (2021) Optimization Methods and Software, 36 (6), pp. 1289-1316. Scopus DOI Q1

Dvurechensky P., Kamzolov D., Lukashevich A., Lee S., Ordentlich E., Uribe C.A., Gasnikov A. Hyperfast second-order local solvers for efficient statistically preconditioned distributed optimization // EURO Journal on Computational Optimization, Vol. 10, P. 100045 Scopus WOS DOI Q2

Novitskii V., Gasnikov A. Improved exploitation of higher order smoothness in derivative-free optimization // Optimization Letters, Vol. 16, No. 7, P. 2059 - 2071 Scopus WOS DOI Q2

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