Публикации

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

Pletnev N.V., Dvurechensky P.E., Gasnikov A.V. Application of gradient optimization methods to solve the Cauchy problem for the Helmholtz equation // Computer Research and Modeling, Vol. 14, No. 2, P. 417 - 444 Scopus WOS DOI Q3

Alkousa M.S., Gasnikov A.V., Dvurechensky P.E., Sadiev A.A., Razouk L.Ya. An approach for the nonconvex uniformly concave structured saddle point problem // Computer Research and Modeling, Vol. 14, No. 2, P. 225 - 237 Scopus WOS DOI Q3

Chezhegov S., Novitskii A., Rogozin A., Parsegov S., Dvurechensky P., Gasnikov A. A General Framework for Distributed Partitioned Optimization // IFAC-PapersOnLine, Vol. 55, No. 13, P. 139 - 144 Scopus WOS DOI Q3

Borodich E., Tominin V., Tominin Y., Kovalev D., Gasnikov A., Dvurechensky P. Accelerated variance-reduced methods for saddle-point problems // EURO Journal on Computational Optimization, Vol. 10, P. 100048 Scopus WOS DOI Q2

Bazarova A.I., Beznosikov A.N., Gasnikov A.V. Linearly convergent gradient-free methods for minimization of parabolic approximation // Computer Research and Modeling, Vol. 14, No. 2, P. 239 - 255 Scopus WOS DOI Q3

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

Danilova M., Dvurechensky P., Gasnikov A., Gorbunov E., Guminov S., Kamzolov D., Shibaev I. Recent Theoretical Advances in Non-Convex Optimization // Springer Optimization and Its Applications, Vol. 191, P. 79 - 163 Scopus WOS DOI Q3

Ostroukhov P.A., Kamalov R.A., Dvurechensky P.E., Gasnikov A.V. Tensor methods for strongly convex strongly concave saddle point problems and strongly monotone variational inequalities // Computer Research and Modeling, Vol. 14, No. 2, P. 357 - 376 Scopus WOS DOI Q3

Sadiev A., Borodich E., Beznosikov A., Dvinskikh D., Chezhegov S., Tappenden R., Takáč M., Gasnikov A. Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes // EURO Journal on Computational Optimization, Vol. 10, P. 100041 Scopus WOS DOI Q2

Dvinskikh D., Tominin V., Tominin I., Gasnikov A. Noisy Zeroth-Order Optimization for Non-smooth Saddle Point Problems // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13367, P. 18 - 33 Scopus WOS DOI Q2

Yarmoshik D., Rogozin A., Khamisov O.O., Dvurechensky P., Gasnikov A. Decentralized Convex Optimization Under Affine Constraints for Power Systems Control // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13367, P. 62 - 75 Scopus WOS DOI Q2

Dvinskikh D.M., Pirau V.V., Gasnikov A.V. On the relations of stochastic convex optimization problems with empirical risk minimization problems on p-norm balls // Computer Research and Modeling, Vol. 14, No. 2, P. 309 - 319 Scopus WOS DOI Q3

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

Anikin A., Gasnikov A., Gornov A., Kamzolov D., Maximov Y., Nesterov Y. Efficient numerical methods to solve sparse linear equations with application to PageRank // Optimization Methods and Software, Vol. 37, No. 3, P. 907 - 935 Scopus WOS DOI Q1