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Universal Method for Stochastic Composite Optimization Problems

Computational mathematics and mathematical physics, 2018, Vol.58 (1), p.48-64

2018

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Highly Smooth Zeroth-Order Methods for Solving Optimization Problems under the PL Condition

Computational mathematics and mathematical physics, 2024, Vol.64 (4), p.739-770

2024

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Fast Gradient Descent for Convex Minimization Problems with an Oracle Producing a (δ, L)-Model of Function at the Requested Point

Computational mathematics and mathematical physics, 2019-07, Vol.59 (7), p.1085-1097

2019

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Vaidya’s Method for Convex Stochastic Optimization Problems in Small Dimension

Mathematical Notes, 2022-08, Vol.112 (1-2), p.183-190

2022

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Decentralized Conditional Gradient Method on Time-Varying Graphs

Programming and computer software, 2023-12, Vol.49 (6), p.505-512

2023

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Accelerated Meta-Algorithm for Convex Optimization Problems

Computational mathematics and mathematical physics, 2021, Vol.61 (1), p.17-28

2021

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Gradient-free Federated Learning Methods with l1 and l2-randomization for Non-smooth Convex Stochastic Optimization Problems

Computational mathematics and mathematical physics, 2023-09, Vol.63 (9), p.1600-1653

2023

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Activations and Gradients Compression for Model-Parallel Training

Doklady. Mathematics, 2023-12, Vol.108 (Suppl 2), p.S272-S281

2023

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Adaptive Subgradient Methods for Mathematical Programming Problems with Quasiconvex Functions

Proceedings of the Steklov Institute of Mathematics, 2023-12, Vol.323 (Suppl 1), p.S1-S18

2023

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Dual approaches to the minimization of strongly convex functionals with a simple structure under affine constraints

Computational mathematics and mathematical physics, 2017-08, Vol.57 (8), p.1262-1276

2017

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An Adaptive Proximal Method for Variational Inequalities

Computational mathematics and mathematical physics, 2019-05, Vol.59 (5), p.836-841

2019

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Accelerated Primal-Dual Gradient Descent with Linesearch for Convex, Nonconvex, and Nonsmooth Optimization Problems

Doklady. Mathematics, 2019-03, Vol.99 (2), p.125-128

2019

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A Unified Analysis of Variational Inequality Methods: Variance Reduction, Sampling, Quantization, and Coordinate Descent

Computational mathematics and mathematical physics, 2023-02, Vol.63 (2), p.147-174

2023

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Accelerated Gradient-Free Optimization Methods with a Non-Euclidean Proximal Operator

Automation and remote control, 2019-08, Vol.80 (8), p.1487-1501

2019

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Multistage Transportation Model and Sufficient Conditions for Its Potentiality

Doklady. Mathematics, 2023-12, Vol.108 (Suppl 1), p.S139-S144

2023

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On Some Works of Boris Teodorovich Polyak on the Convergence of Gradient Methods and Their Development

Computational mathematics and mathematical physics, 2024, Vol.64 (4), p.635-675

2024

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Accelerated and Unaccelerated Stochastic Gradient Descent in Model Generality

Mathematical Notes, 2020-10, Vol.108 (3-4), p.511-522

2020

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Accelerated Directional Search with Non-Euclidean Prox-Structure

Automation and remote control, 2019-04, Vol.80 (4), p.693-707

2019

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Accelerated Gradient Sliding for Minimizing a Sum of Functions

Doklady. Mathematics, 2020-05, Vol.101 (3), p.244-246

2020

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Numerical Methods for the Resource Allocation Problem in a Computer Network

Computational mathematics and mathematical physics, 2021-02, Vol.61 (2), p.297-328

2021

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On the Upper Bound for the Expectation of the Norm of a Vector Uniformly Distributed on the Sphere and the Phenomenon of Concentration of Uniform Measure on the Sphere

Mathematical Notes, 2019-07, Vol.106 (1-2), p.11-19

2019

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On Accelerated Coordinate Descent Methods for Searching Equilibria in Two-Stage Transportation Equilibrium Traffic Flow Distribution Model

Programming and computer software, 2023-12, Vol.49 (6), p.513-524

2023

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Efficient numerical methods for entropy-linear programming problems

Computational mathematics and mathematical physics, 2016-04, Vol.56 (4), p.514-524

2016

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Gradient-Free Two-Point Methods for Solving Stochastic Nonsmooth Convex Optimization Problems with Small Non-Random Noises

Automation and remote control, 2018-08, Vol.79 (8), p.1399-1408

2018

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Stochastic online optimization. Single-point and multi-point non-linear multi-armed bandits. Convex and strongly-convex case

Automation and remote control, 2017-02, Vol.78 (2), p.224-234

2017

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Universal Method for Stochastic Composite Optimization Problems

Highly Smooth Zeroth-Order Methods for Solving Optimization Problems under the PL Condition

Fast Gradient Descent for Convex Minimization Problems with an Oracle Producing a (δ, L)-Model of Function at the Requested Point

Vaidya’s Method for Convex Stochastic Optimization Problems in Small Dimension

Decentralized Conditional Gradient Method on Time-Varying Graphs

Accelerated Meta-Algorithm for Convex Optimization Problems

Gradient-free Federated Learning Methods with l1 and l2-randomization for Non-smooth Convex Stochastic Optimization Problems

Activations and Gradients Compression for Model-Parallel Training

Adaptive Subgradient Methods for Mathematical Programming Problems with Quasiconvex Functions

Dual approaches to the minimization of strongly convex functionals with a simple structure under affine constraints

An Adaptive Proximal Method for Variational Inequalities

Accelerated Primal-Dual Gradient Descent with Linesearch for Convex, Nonconvex, and Nonsmooth Optimization Problems

A Unified Analysis of Variational Inequality Methods: Variance Reduction, Sampling, Quantization, and Coordinate Descent

Accelerated Gradient-Free Optimization Methods with a Non-Euclidean Proximal Operator

Multistage Transportation Model and Sufficient Conditions for Its Potentiality

On Some Works of Boris Teodorovich Polyak on the Convergence of Gradient Methods and Their Development

Accelerated and Unaccelerated Stochastic Gradient Descent in Model Generality

Accelerated Directional Search with Non-Euclidean Prox-Structure

Accelerated Gradient Sliding for Minimizing a Sum of Functions

Numerical Methods for the Resource Allocation Problem in a Computer Network

On the Upper Bound for the Expectation of the Norm of a Vector Uniformly Distributed on the Sphere and the Phenomenon of Concentration of Uniform Measure on the Sphere

On Accelerated Coordinate Descent Methods for Searching Equilibria in Two-Stage Transportation Equilibrium Traffic Flow Distribution Model

Efficient numerical methods for entropy-linear programming problems

Gradient-Free Two-Point Methods for Solving Stochastic Nonsmooth Convex Optimization Problems with Small Non-Random Noises

Stochastic online optimization. Single-point and multi-point non-linear multi-armed bandits. Convex and strongly-convex case

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