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Sergey Guminov
Sergey Guminov
PhD student, HSE
Verified email at hse.ru
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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
682022
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
682021
On accelerated alternating minimization
S Guminov, P Dvurechensky, A Gasnikov
Berlin: Weierstraß-Institut für Angewandte Analysis und Stochastik, 2020
602020
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
432021
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
392019
Accelerated Methods for -Weakly-Quasi-Convex Problems
S Guminov, A Gasnikov, I Kuruzov
arXiv preprint arXiv:1710.00797, 2017
262017
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
172018
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
152019
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
72021
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
62019
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
42020
Accelerated methods for weakly-quasi-convex optimization problems
S Guminov, A Gasnikov, I Kuruzov
Computational Management Science 20 (1), 36, 2023
32023
Accelerated methods for α-weakly-quasi-convex optimization problems
S Guminov, A Gasnikov
arXiv preprint arXiv:1710.00797, 2017
12017
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
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