Subgradient methods with B.T. Polyak-type step for quasiconvex minimization problems with inequality constraints and analogs of the sharp minimum
Puchinin, Sergei M., Korolkov, Egor R., Stonyakin, Fedor Sergeevich, Alkousa, Mohammad S., Vyguzov, Aleksandr A.
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.02.2024)
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.02.2024)
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Journal Article
Subgradient methods for non-smooth optimization problems with some relaxation of sharp minimum
Ablaev, Seydamet S, Makarenko, Dmitri V, Stonyakin, Fedor Sergeevich, Alkousa, Mohammad S., Baran, Inna V
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.04.2022)
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.04.2022)
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Journal Article
Analogues of the relative strong convexity condition for relatively smooth problems and adaptive gradient-type methods
Stonyakin, Fedor Sergeevich, Savchuk, Olеg S, Baran, Inna V, Alkousa, Mohammad S., Titov, Alexander A
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.04.2023)
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.04.2023)
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Journal Article
An approach for the nonconvex uniformly concave structured saddle point problem
Alkousa, Mohammad S., Gasnikov, Alexander Vladimirovich, Dvurechensky, Pavel Evgenyevich, Sadiev, Abdurakhmon A, Razouk, Lama Ya
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.04.2022)
Published in Kompʹûternye issledovaniâ i modelirovanie (Online) (01.04.2022)
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Journal Article
Algorithms for Solving Variational Inequalities and Saddle Point Problems with Some Generalizations of Lipschitz Property for Operators
Titov, Alexander A., Stonyakin, Fedor S., Alkousa, Mohammad S., Gasnikov, Alexander V.
Published in Mathematical Optimization Theory and Operations Research: Recent Trends (2021)
Published in Mathematical Optimization Theory and Operations Research: Recent Trends (2021)
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Book Chapter
Analogues of Switching Subgradient Schemes for Relatively Lipschitz-Continuous Convex Programming Problems
Titov, Alexander A., Stonyakin, Fedor S., Alkousa, Mohammad S., Ablaev, Seydamet S., Gasnikov, Alexander V.
Published in Mathematical Optimization Theory and Operations Research (2020)
Published in Mathematical Optimization Theory and Operations Research (2020)
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Book Chapter
Adaptive algorithms for mirror descent in convex programming problems with Lipschitz constraints
Stonyakin, Fedor S, Alkousa, Mohammad S, Stepanov, Alexey N, Barinov, Maxim A
Year of Publication 27.05.2018
Year of Publication 27.05.2018
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Journal Article