Penalty-Based Method for Decentralized Optimization over Time-Varying Graphs. - Alexander Rogozin; Alexander V. Gasnikov (OPTIMA, 2020)

Fast Linear Convergence of Randomized BFGS. - Dmitry Kovalev; Robert M. Gower; Peter Richtárik; Alexander Rogozin (CoRR, 2020)

Acceleration of stochastic methods on the example of decentralized SGD. - Ekaterina Trimbach; Alexander Rogozin (CoRR, 2020)

Optimal Distributed Convex Optimization on Slowly Time-Varying Graphs. - Alexander Rogozin; César A. Uribe; Alexander V. Gasnikov; Nikolay Malkovsky; Angelia Nedic (IEEE Trans. Control. Netw. Syst., 2020)

An Accelerated Method For Decentralized Distributed Stochastic Optimization Over Time-Varying Graphs. - Alexander Rogozin; Mikhail Bochko; Pavel E. Dvurechensky; Alexander V. Gasnikov; Vladislav Lukoshkin (CDC, 2021)

ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks. - Dmitry Kovalev; Egor Shulgin; Peter Richtárik; Alexander Rogozin; Alexander V. Gasnikov (ICML, 2021)

Distributed Saddle-Point Problems Under Data Similarity. - Aleksandr Beznosikov; Gesualdo Scutari; Alexander Rogozin; Alexander V. Gasnikov (NeurIPS, 2021)

Near-Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks. - Aleksandr Beznosikov; Alexander Rogozin; Dmitry Kovalev; Alexander V. Gasnikov (OPTIMA, 2021)

Towards Accelerated Rates for Distributed Optimization over Time-Varying Networks. - Alexander Rogozin; Vladislav Lukoshkin; Alexander V. Gasnikov; Dmitry Kovalev; Egor Shulgin (OPTIMA, 2021)

Decentralized Distributed Optimization for Saddle Point Problems. - Alexander Rogozin; Aleksandr Beznosikov; Darina Dvinskikh; Dmitry Kovalev; Pavel E. Dvurechensky; Alexander V. Gasnikov (CoRR, 2021)

Distributed Saddle-Point Problems Under Similarity. - Aleksandr Beznosikov; Gesualdo Scutari; Alexander Rogozin; Alexander V. Gasnikov (CoRR, 2021)

Decentralized Strongly-Convex Optimization with Affine Constraints: Primal and Dual Approaches. - Alexander Rogozin; Demyan Yarmoshik; Ksenia Kopylova; Alexander V. Gasnikov (OPTIMA (2), 2022)

Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? - Dmitry Metelev; Alexander Rogozin; Dmitry Kovalev; Alexander V. Gasnikov (ICML, 2023)

Robust Algebraic Connectivity. - Ilya A. Kuruzov; Alexander Rogozin; S. A. Chezhegov; Andrey B. Kupavskii (Program. Comput. Softw., 2023)

Decentralized Conditional Gradient Method on Time-Varying Graphs. - R. A. Vedernikov; Alexander Rogozin; Alexander V. Gasnikov (Program. Comput. Softw., 2023)

Average-case optimization analysis for distributed consensus algorithms on regular graphs. - Nhat Trung Nguyen; Alexander Rogozin; Alexander V. Gasnikov (CoRR, 2024)

Decentralized optimization over slowly time-varying graphs: algorithms and lower bounds. - Dmitry Metelev; Aleksandr Beznosikov; Alexander Rogozin; Alexander V. Gasnikov; Anton V. Proskurnikov (Comput. Manag. Sci., 2024)

Decentralized saddle-point problems with different constants of strong convexity and strong concavity. - Dmitry Metelev; Alexander Rogozin; Alexander V. Gasnikov; Dmitry Kovalev (Comput. Manag. Sci., 2024)

Decentralized optimization with affine constraints over time-varying networks. - Demyan Yarmoshik; Alexander Rogozin; Alexander V. Gasnikov (Comput. Manag. Sci., 2024)

Decentralized Optimization with Coupled Constraints. - Demyan Yarmoshik; Alexander Rogozin; Nikita Kiselev; Daniil Dorin; Alexander V. Gasnikov; Dmitry Kovalev (ICLR, 2025)

On the Vertices of Delta-modular Polyhedra. - Bludov Mikhail; Dmitry Gribanov; Klimenko Maxim; Kupavskii Andrey; Lángi Zsolt; Alexander Rogozin; Voronov Vsevolod (CoRR, 2025)