Yury Demidovich

According to our database, Yury Demidovich authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Bernoulli-LoRA: A Theoretical Framework for Randomized Low-Rank Adaptation.

Igor Sokolov, Abdurakhmon Sadiev, Yury Demidovich, Fawaz S. Al-Qahtani, Peter Richtárik

CoRR, August, 2025

Correlated Quantization for Faster Nonconvex Distributed Optimization.

Andrei Panferov, Yury Demidovich, Ahmad Rammal, Peter Richtárik

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization.

Yury Demidovich, Petr Ostroukhov, Grigory Malinovsky, Samuel Horváth, Martin Takác, Peter Richtárik, Eduard Gorbunov

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

MAST: model-agnostic sparsified training.

Yury Demidovich, Grigory Malinovsky, Egor Shulgin, Peter Richtárik

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

A Unified Theory of Stochastic Proximal Point Methods without Smoothness.

Peter Richtárik, Abdurakhmon Sadiev, Yury Demidovich

CoRR, 2024

Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction.

Yury Demidovich, Grigory Malinovsky, Peter Richtárik

CoRR, 2024

2023

Cycle Saturation in Random Graphs.

Yury Demidovich, Arkadiy Skorkin, Maksim Zhukovskii

SIAM J. Discret. Math., September, 2023

Tight asymptotics of clique-chromatic numbers of dense random graphs.

Yury Demidovich, Maksim Zhukovskii

J. Graph Theory, July, 2023

Reconstruction of colours.

Yury Demidovich, Yaroslav Panichkin, Maksim Zhukovskii

CoRR, 2023

A Guide Through the Zoo of Biased SGD.

Yury Demidovich, Grigory Malinovsky, Igor Sokolov, Peter Richtárik

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Graph-based Nearest Neighbor Search in Hyperbolic Spaces.

Liudmila Prokhorenkova, Dmitry Baranchuk, Nikolay Bogachev, Yury Demidovich, Alexander Kolpakov

Proceedings of the Tenth International Conference on Learning Representations, 2022