Recent theoretical advances in non-convex optimization M Danilova, P Dvurechensky, A Gasnikov, E Gorbunov, S Guminov, ... High-Dimensional Optimization and Probability: With a View Towards Data …, 2022 | 113 | 2022 |
Primal–dual accelerated gradient methods with small-dimensional relaxation oracle Y Nesterov, A Gasnikov, S Guminov, P Dvurechensky Optimization Methods and Software 36 (4), 773-810, 2021 | 87 | 2021 |
Accelerated alternating minimization S Guminov, P Dvurechensky, A Gasnikov arXiv preprint arXiv:1906.03622, 2019 | 63 | 2019 |
On a combination of alternating minimization and Nesterov’s momentum S Guminov, P Dvurechensky, N Tupitsa, A Gasnikov International conference on machine learning, 3886-3898, 2021 | 56 | 2021 |
Accelerated primal-dual gradient descent with linesearch for convex, nonconvex, and nonsmooth optimization problems SV Guminov, YE Nesterov, PE Dvurechensky, AV Gasnikov Doklady Mathematics 99, 125-128, 2019 | 42 | 2019 |
Accelerated Methods for -Weakly-Quasi-Convex Problems S Guminov, A Gasnikov, I Kuruzov arXiv preprint arXiv:1710.00797, 2017 | 26 | 2017 |
Primal-dual accelerated gradient descent with line search for convex and nonconvex optimization problems Y Nesterov, A Gasnikov, S Guminov, P Dvurechensky arXiv preprint arXiv:1809.05895, 5, 2018 | 18 | 2018 |
A universal modification of the linear coupling method S Guminov, A Gasnikov, A Anikin, A Gornov Optimization methods and software 34 (3), 560-577, 2019 | 15 | 2019 |
Accelerated methods for weakly-quasi-convex optimization problems S Guminov, A Gasnikov, I Kuruzov Computational Management Science 20 (1), 36, 2023 | 14 | 2023 |
Alternating minimization methods for strongly convex optimization N Tupitsa, P Dvurechensky, A Gasnikov, S Guminov Journal of Inverse and Ill-posed Problems 29 (5), 721-739, 2021 | 8 | 2021 |
Primal-dual accelerated gradient descent with line search for convex and nonconvex optimization problems SV Guminov, YE Nesterov, PE Dvurechensky, AV Gasnikov Доклады Академии наук 485 (1), 15-18, 2019 | 5 | 2019 |
Strongly convex optimization for the dual formulation of optimal transport N Tupitsa, A Gasnikov, P Dvurechensky, S Guminov International Conference on Mathematical Optimization Theory and Operations …, 2020 | 4 | 2020 |
Accelerated methods for α-weakly-quasi-convex optimization problems S Guminov, A Gasnikov arXiv preprint arXiv:1710.00797, 2017 | 1 | 2017 |
Perverse sheaves on smooth toric varieties and stacks S Guminov arXiv preprint arXiv:2412.19787, 2024 | | 2024 |
Perverse sheaves on toric varieties S Guminov | | 2024 |
On equivalence classes of homotopes of algebras and trilinear forms S Guminov, I Zhdanovskiy arXiv preprint arXiv:2112.15436, 2021 | | 2021 |
Accelerated alternating minimization, accelerated Sinkhorn's algorithm and accelerated iterative Bregman projections S Guminov, P Dvurechensky, N Tupitsa, A Gasnikov | | 2021 |
On reducing spurious oscillations in discontinuous Galerkin (DG) methods for steady-state convection-diffusion-reaction equations D Frerichs, V John Berlin: Weierstraß-Institut für Angewandte Analysis und Stochastik, 2020 | | 2020 |