Scholar

Alexander Tyurin

Google Scholar ID: Es8-xocAAAAJ

Researcher

OptimizationMachine Learning

Google Scholar↗

Citations & Impact

All-time

Citations

499

H-index

12

i10-index

15

Publications

20

Co-authors

4

list available

Contact

No contact links provided.

Publications

11 items

Optimality in Decentralized Optimization under Bandwidth Constraints

2026

Cited

0

Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods

2026

Cited

0

Gradient Descent as a Perceptron Algorithm: Understanding Dynamics and Implicit Acceleration

2025

Cited

0

Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning

2025

Cited

0

Near-Optimal Convergence of Accelerated Gradient Methods under Generalized and $(L_0, L_1)$-Smoothness

2025

Cited

0

Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction

2025

Cited

0

Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme

2025

Cited

0

Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods

2025

Cited

0

Resume (English only)

Co-authors

4 total

Peter Richtarik

Professor, KAUST

Alexander Gasnikov

Innopolis University

Pavel Dvurechensky

Weierstrass Institute for Applied Analysis and Stochastics