Peter Richtarik
King Abdullah University of Science and Technology
H-index: 64
Asia-Saudi Arabia
Top articles of Peter Richtarik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Understanding progressive training through the framework of randomized coordinate descent | Rafał Szlendak Elnur Gasanov Peter Richtárik | 2024/4/18 | |
Optimal time complexities of parallel stochastic optimization methods under a fixed computation model | Advances in Neural Information Processing Systems | Alexander Tyurin Peter Richtarik | 2024/2/13 |
Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction | arXiv preprint arXiv:2403.06677 | Yury Demidovich Grigory Malinovsky Peter Richtarik | 2024/3/11 |
A computation and communication efficient method for distributed nonconvex problems in the partial participation setting | Advances in Neural Information Processing Systems | Alexander Tyurin Peter Richtárik | 2024/2/13 |
Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants | arXiv preprint arXiv:2402.10774 | Peter Richtárik Elnur Gasanov Konstantin Burlachenko | 2024/2/16 |
FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity | arXiv preprint arXiv:2404.09816 | Kai Yi Nidham Gazagnadou Peter Richtárik Lingjuan Lyu | 2024/4/15 |
A guide through the zoo of biased SGD | Advances in Neural Information Processing Systems | Yury Demidovich Grigory Malinovsky Igor Sokolov Peter Richtárik | 2024/2/13 |
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity | arXiv preprint arXiv:2402.06412 | Kaja Gruntkowska Alexander Tyurin Peter Richtarik | 2024/2/9 |
Faster rates for compressed federated learning with client-variance reduction | SIAM Journal on Mathematics of Data Science | Haoyu Zhao Konstantin Burlachenko Zhize Li Peter Richtárik | 2024/3/31 |
Momentum Provably Improves Error Feedback! | Advances in Neural Information Processing Systems 37 (NeurIPS 2023) | Ilyas Fatkhullin Alexander Tyurin Peter Richtárik | 2023/5/24 |
Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity | arXiv preprint arXiv:2402.04785 | Alexander Tyurin Marta Pozzi Ivan Ilin Peter Richtarik | 2024/2/7 |
Minibatch stochastic three points method for unconstrained smooth minimization | Proceedings of the AAAI Conference on Artificial Intelligence | Soumia Boucherouite Grigory Malinovsky Peter Richtárik El Houcine Bergou | 2024/3/24 |
2Direction: Theoretically faster distributed training with bidirectional communication compression | Advances in Neural Information Processing Systems | Alexander Tyurin Peter Richtárik | 2024/2/13 |
Correlated Quantization for Faster Nonconvex Distributed Optimization | arXiv preprint arXiv:2401.05518 | Andrei Panferov Yury Demidovich Ahmad Rammal Peter Richtárik | 2024/1/10 |
Communication compression for byzantine robust learning: New efficient algorithms and improved rates | Ahmad Rammal Kaja Gruntkowska Nikita Fedin Eduard Gorbunov Peter Richtárik | 2024/4/18 | |
FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models | arXiv preprint arXiv:2403.09904 | Kai Yi Georg Meinhardt Laurent Condat Peter Richtárik | 2024/3/14 |
ELF: Federated Langevin Algorithms with Primal, Dual and Bidirectional Compression | arXiv preprint arXiv:2303.04622 | Avetik Karagulyan Peter Richtárik | 2023/3/8 |
Det-cgd: Compressed gradient descent with matrix stepsizes for non-convex optimization | arXiv preprint arXiv:2305.12568 | Hanmin Li Avetik Karagulyan Peter Richtárik | 2023/5/21 |
Improving accelerated federated learning with compression and importance sampling | arXiv preprint arXiv:2306.03240 | Michał Grudzień Grigory Malinovsky Peter Richtárik | 2023/6/5 |
High-probability bounds for stochastic optimization and variational inequalities: the case of unbounded variance | Abdurakhmon Sadiev Marina Danilova Eduard Gorbunov Samuel Horváth Gauthier Gidel | 2023/7/3 |
Co-Authors
