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 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
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