| Publication | Date of Publication | Type |
|---|
| Activations and gradients compression for model-parallel training | 2024-03-27 | Paper |
| Unifying framework for accelerated randomized methods in convex optimization | 2024-03-22 | Paper |
| Multistage transportation model and sufficient conditions for its potentiality | 2024-03-19 | Paper |
| Time asymptotic behavior of the solution to a quasilinear parabolic equation | 2024-03-01 | Paper |
| Adaptive subgradient methods for mathematical programming problems with quasiconvex functions | 2024-02-16 | Paper |
| Decentralized saddle-point problems with different constants of strong convexity and strong concavity | 2024-02-06 | Paper |
| Decentralized optimization over slowly time-varying graphs: algorithms and lower bounds | 2024-02-06 | Paper |
| Decentralized optimization with affine constraints over time-varying networks | 2024-02-06 | Paper |
| Decentralized convex optimization on time-varying networks with application to Wasserstein barycenters | 2024-02-06 | Paper |
| Preconditioning meets biased compression for efficient distributed optimization | 2024-02-06 | Paper |
| Accelerated gradient methods with absolute and relative noise in the gradient | 2023-12-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q6083643 | 2023-12-08 | Paper |
| About some works of Boris Polyak on convergence of gradient methods and their development | 2023-11-28 | Paper |
| Decentralized Strongly-Convex Optimization with Affine Constraints: Primal and Dual Approaches | 2023-11-17 | Paper |
| Application of Attention Technique for Digital Pre-distortion | 2023-11-17 | Paper |
| Bregman Proximal Method for Efficient Communications under Similarity | 2023-11-12 | Paper |
| Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact | 2023-11-03 | Paper |
| Non-smooth setting of stochastic decentralized convex optimization problem over time-varying graphs | 2023-11-03 | Paper |
| Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance | 2023-10-28 | Paper |
| Gradient-free federated learning methods with \(l_1\) and \(l_2\)-randomization for non-smooth convex stochastic optimization problems | 2023-10-19 | Paper |
| Solving strongly convex-concave composite saddle-point problems with low dimension of one group of variable | 2023-10-04 | Paper |
| The Black-Box Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation | 2023-10-03 | Paper |
| Intermediate Gradient Methods with Relative Inexactness | 2023-09-30 | Paper |
| Accuracy Certificates for Convex Minimization with Inexact Oracle | 2023-09-30 | Paper |
| Real Acceleration of Communication Process in Distributed Algorithms with Compression | 2023-09-10 | Paper |
| Advancing the lower bounds: An accelerated, stochastic, second-order method with optimal adaptation to inexactness | 2023-09-04 | Paper |
| Convergence analysis of stochastic gradient descent with adaptive preconditioning for non-convex and convex functions | 2023-08-27 | Paper |
| Accelerated methods for weakly-quasi-convex optimization problems | 2023-08-22 | Paper |
| On decentralized nonsmooth optimization | 2023-08-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q6114097 | 2023-08-14 | Paper |
| Some adaptive first-order methods for variational inequalities with relatively strongly monotone operators and generalized smoothness | 2023-08-10 | Paper |
| Compression and data similarity: combination of two techniques for communication-efficient solving of distributed variational inequalities | 2023-08-10 | Paper |
| Optimal Algorithm with Complexity Separation for Strongly Convex-Strongly Concave Composite Saddle Point Problems | 2023-07-24 | Paper |
| Decentralized conditional gradient method over time-varying graphs | 2023-07-20 | Paper |
| On accelerated coordinate descent methods for searching equilibria in two-stage transportation equilibrium traffic flow distribution model | 2023-07-19 | Paper |
| Hyperfast second-order local solvers for efficient statistically preconditioned distributed optimization | 2023-07-12 | Paper |
| Accelerated variance-reduced methods for saddle-point problems | 2023-07-12 | Paper |
| Decentralized personalized federated learning: lower bounds and optimal algorithm for all personalization modes | 2023-07-12 | Paper |
| Algorithms for Euclidean-regularised Optimal Transport | 2023-07-01 | Paper |
| Primal-Dual Gradient Methods for Searching Network Equilibria in Combined Models with Nested Choice Structure and Capacity Constraints | 2023-07-01 | Paper |
| Upper bounds on the maximum admissible level of noise in zeroth-order optimisation | 2023-06-28 | Paper |
| Highly Smoothness Zero-Order Methods for Solving Optimization Problems under PL Condition | 2023-05-25 | Paper |
| Sufficient conditions for multi-stages traffic assignment model to be the convex optimization problem | 2023-05-15 | Paper |
| Implicitly normalized forecaster with clipping for linear and non-linear heavy-tailed multi-armed bandits | 2023-05-11 | Paper |
| Smooth monotone stochastic variational inequalities and saddle point problems: a survey | 2023-05-09 | Paper |
| A unified analysis of variational inequality methods: variance reduction, sampling, quantization, and coordinate descent | 2023-05-03 | Paper |
| Decentralized Proximal Optimization Method with Consensus Procedure | 2023-04-07 | Paper |
| Online Optimization Problems with Functional Constraints under Relative Lipschitz Continuity and Relative Strong Convexity Conditions | 2023-03-05 | Paper |
| Zero-Order Stochastic Conditional Gradient Sliding Method for Non-smooth Convex Optimization | 2023-03-05 | Paper |
| Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? | 2023-01-27 | Paper |
| An evolutionary view on equilibrium models of transport flows | 2023-01-25 | Paper |
| A Damped Newton Method Achieves Global $O\left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate | 2022-10-31 | Paper |
| Effects of momentum scaling for SGD | 2022-10-21 | Paper |
| Numerical Methods for Large-Scale Optimal Transport | 2022-10-20 | Paper |
| Decentralized convex optimization over time-varying graphs: a survey | 2022-10-18 | Paper |
| Gradient-Type Methods For Decentralized Optimization Problems With Polyak-{\L}ojasiewicz Condition Over Time-Varying Networks | 2022-10-07 | Paper |
| FLECS: A Federated Learning Second-Order Framework via Compression and Sketching | 2022-06-04 | Paper |
| Decentralized convex optimization under affine constraints for power systems control | 2022-03-30 | Paper |
| A General Framework for Distributed Partitioned Optimization | 2022-03-01 | Paper |
| An Approach for Non-Convex Uniformly Concave Structured Saddle Point Problem | 2022-02-13 | Paper |
| Gradient-Free Optimization for Non-Smooth Saddle Point Problems under Adversarial Noise | 2022-02-12 | Paper |
| On the relations of stochastic convex optimization problems with empirical risk minimization problems on $p$-norm balls | 2022-02-03 | Paper |
| The Power of First-Order Smooth Optimization for Black-Box Non-Smooth Problems | 2022-01-28 | Paper |
| Vaidya's method for convex stochastic optimization in small dimension | 2022-01-25 | Paper |
| Near-Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks | 2021-07-13 | Paper |
| Convex optimization | 2021-06-03 | Paper |
| An Accelerated Method For Decentralized Distributed Stochastic Optimization Over Time-Varying Graphs | 2021-03-29 | Paper |
| An Accelerated Second-Order Method for Distributed Stochastic Optimization | 2021-03-26 | Paper |
| Non-convex optimization in digital pre-distortion of the signal | 2021-03-18 | Paper |
| On Accelerated Methods for Saddle-Point Problems with Composite Structure | 2021-03-16 | Paper |
| Algorithms for solving variational inequalities and saddle point problems with some generalizations of Lipschitz property for operators | 2021-03-01 | Paper |
| Solving smooth min-min and min-max problems by mixed oracle algorithms | 2021-02-28 | Paper |
| Flexible Modification of Gauss-Newton Method and Its Stochastic Extension | 2021-02-01 | Paper |
| Improved Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandit | 2021-01-11 | Paper |
| Tensor methods for strongly convex strongly concave saddle point problems and strongly monotone variational inequalities | 2020-12-31 | Paper |
| Inexact Tensor Methods and Their Application to Stochastic Convex Optimization | 2020-12-31 | Paper |
| Recent Theoretical Advances in Non-Convex Optimization | 2020-12-11 | Paper |
| Finding equilibrium in two-stage traffic assignment model | 2020-12-08 | Paper |
| Recent theoretical advances in decentralized distributed convex optimization | 2020-11-26 | Paper |
| Distributed Optimization with Quantization for Computing Wasserstein Barycenters | 2020-10-27 | Paper |
| Parallel and Distributed algorithms for ML problems | 2020-10-19 | Paper |
| Solving strongly convex-concave composite saddle point problems with a small dimension of one of the variables | 2020-10-05 | Paper |
| Towards accelerated rates for distributed optimization over time-varying networks | 2020-09-23 | Paper |
| Linearly Convergent Gradient-Free Methods for Minimization of Parabolic Approximation | 2020-09-10 | Paper |
| Finding Equilibria in the Traffic Assignment Problem with Primal-Dual Gradient Methods for Stable Dynamics Model and Beckmann Model | 2020-08-05 | Paper |
| Accelerated and nonaccelerated stochastic gradient descent with inexact model | 2020-04-09 | Paper |
| Multimarginal Optimal Transport by Accelerated Alternating Minimization | 2020-04-05 | Paper |
| Traffic assignment models. Numerical aspects | 2020-03-26 | Paper |
| On the Optimal Combination of Tensor Optimization Methods | 2020-02-03 | Paper |
| Inexact Relative Smoothness and Strong Convexity for Optimization and Variational Inequalities by Inexact Model | 2020-01-23 | Paper |
| Accelerated and nonaccelerated stochastic gradient descent with model conception | 2020-01-10 | Paper |
| Accelerated gradient sliding and variance reduction | 2019-12-25 | Paper |
| Near-optimal tensor methods for minimizing the gradient norm of convex functions and accelerated primal-dual tensor methods | 2019-12-06 | Paper |
| ADMM-based Distributed State Estimation for Power Systems: Evaluation of Performance | 2019-11-25 | Paper |
| Adaptive Catalyst for Smooth Convex Optimization | 2019-11-25 | Paper |
| Derivative-Free Method For Composite Optimization With Applications To Decentralized Distributed Optimization | 2019-11-24 | Paper |
| Adaptive Gradient Descent for Convex and Non-Convex Stochastic Optimization | 2019-11-19 | Paper |
| Projected Gradient Method for Decentralized Optimization over Time-Varying Networks | 2019-11-19 | Paper |
| Adaptive Mirror Descent for the Network Utility Maximization Problem | 2019-11-17 | Paper |
| Optimal Decentralized Distributed Algorithms for Stochastic Convex Optimization | 2019-11-17 | Paper |
| Numerical methods for the resource allocation problem in networks | 2019-09-29 | Paper |
| Mirror Descent for Constrained Optimization Problems with Large Subgradient Values | 2019-08-01 | Paper |
| Lecture Notes on Stochastic Processes | 2019-06-23 | Paper |
| Accelerated methods for composite non-bilinear saddle point problem | 2019-06-09 | Paper |
| On Primal-Dual Approach for Distributed Stochastic Convex Optimization over Networks | 2019-03-23 | Paper |
| Advances in Low-Memory Subgradient Optimization | 2019-02-05 | Paper |
| Algorithmic models of human behavior and stochastic optimization | 2018-11-12 | Paper |
| Algorithms for local optimization of OPLS energy for large protein structures | 2018-10-08 | Paper |
| The global rate of convergence for optimal tensor methods in smooth convex optimization | 2018-09-02 | Paper |
| Walrasian Equilibrium and Centralized Distributed Optimization from the point of view of Modern Convex Optimization Methods on the Example of Resource Allocation Problem | 2018-06-23 | Paper |
| Generalized Mirror Prox for Monotone Variational Inequalities: Universality and Inexact Oracle | 2018-06-13 | Paper |
| Optimal Distributed Optimization on Slowly Time-Varying Graphs | 2018-05-15 | Paper |
| Fast gradient descent method for convex optimization problems with an oracle that generates a $(\delta,L)$-model of a function in a requested point | 2017-11-07 | Paper |
| Universal gradient descent | 2017-11-01 | Paper |
| Newton-Kantorovich-Vietoris method | 2017-10-12 | Paper |
| Strongly convex stochastic online optimization on a unit simplex with application to the mixing least square regression | 2017-03-20 | Paper |
| Convex optimization in Hilbert space with applications to inverse problems | 2017-03-01 | Paper |
| Gradient-free two-points optimal method for non smooth stochastic convex optimization problem with additional small noise | 2017-01-13 | Paper |
| Universal similar triangulars method for searching equilibriums in traffic flow distribution models | 2017-01-10 | Paper |
| Comparision of the definitions of generalized solution of the Cauchy problem for quasi-linear equation | 2017-01-02 | Paper |
| Searching equillibriums in large transport networks | 2016-07-11 | Paper |
| Primal-Dual Method for Searching Equilibrium in Hierarchical Congestion Population Games | 2016-06-29 | Paper |
| Efficient numerical methods for searching equillibriums in large transport networks | 2016-06-11 | Paper |
| Primal-dual method for searching equillibriums in mixed traffic assignment problems | 2016-04-27 | Paper |
| Primal-dual mirror descent for the stochastic programming problems with functional constraints | 2016-04-27 | Paper |
| Universal fast gradient method for stochastic composit optimization problems | 2016-04-18 | Paper |
| Universal composite prox-method for strictly convex optimization problems | 2016-03-24 | Paper |
| Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods | 2016-03-02 | Paper |
| Dual approaches to the strongly convex simple function minimization problem under affine restrictions | 2016-02-04 | Paper |
| Non accelerated efficient numerical methods for sparse quadratic optimization problems and its generalizations | 2016-02-02 | Paper |
| Randomization and sparsity in huge-scale optimization on the Mirror Descent example | 2016-02-01 | Paper |
| Toy model for traffic flow splitting | 2016-01-25 | Paper |
| Searching of equilibriums in hierarchical congestion population games | 2015-11-07 | Paper |
| On the relationship between imitative logit dynamics in the population game theory and mirror descent method in the online optimization using the example of the Shortest Path Problem | 2015-11-07 | Paper |
| Nonlinear stochastic multiarmed bandit problems with inexact oracle | 2015-09-05 | Paper |
| Stochastic Analysis in Problems, part 1 (in Russian) | 2015-08-14 | Paper |
| About accelerated randomized methods | 2015-08-10 | Paper |
| Efficient numerical algorithms for regularized regression problem with applications to traffic matrix estimations | 2015-08-04 | Paper |
| Universal method with inexact oracle and its applications for searching equillibriums in multistage transport problems | 2015-05-31 | Paper |
| Searching equillibriums in Beckmann's and Nesterov--de Palma's models | 2015-05-31 | Paper |
| Efficient calculation of stochastic equilibriums in the Beckmann's and stable dynamic models | 2015-05-27 | Paper |
| Gradient and gradient-free methods for stochastic convex optimization with inexact oracle | 2015-02-22 | Paper |
| Analysis of tariff policy of a railway cargo transportation | 2015-01-09 | Paper |
| Gradient-free prox-methods with inexact oracle for stochastic convex optimization problems on a simplex | 2014-12-12 | Paper |
| Markov models of macrosystems | 2014-12-08 | Paper |
| Stochastic gradient methods with inexact oracle | 2014-11-16 | Paper |
| Learning Supervised PageRank with Gradient-Free Optimization Methods | 2014-11-16 | Paper |
| Stochastic Intermediate Gradient Method for Convex Problems with Inexact Stochastic Oracle | 2014-11-11 | Paper |
| Entropy linear programming | 2014-10-28 | Paper |
| Efficient randomized mirror descents in stochastic online convex optimization | 2014-10-12 | Paper |
| About universality of entropy in stochastic chemical kinetic models | 2014-10-12 | Paper |
