MARINA: Faster non-convex distributed learning with compression E Gorbunov, KP Burlachenko, Z Li, P Richtárik International Conference on Machine Learning, 3788-3798, 2021 | 100 | 2021 |
Federated optimization algorithms with random reshuffling and gradient compression A Sadiev, G Malinovsky, E Gorbunov, I Sokolov, A Khaled, K Burlachenko, ... arXiv preprint arXiv:2206.07021, 2022 | 18 | 2022 |
Fl_pytorch: optimization research simulator for federated learning K Burlachenko, S Horváth, P Richtárik Proceedings of the 2nd ACM International Workshop on Distributed Machine …, 2021 | 15 | 2021 |
Faster rates for compressed federated learning with client-variance reduction H Zhao, K Burlachenko, Z Li, P Richtárik SIAM Journal on Mathematics of Data Science 6 (1), 154-175, 2024 | 13 | 2024 |
Federated learning with regularized client participation G Malinovsky, S Horváth, K Burlachenko, P Richtárik arXiv preprint arXiv:2302.03662, 2023 | 9 | 2023 |
Personalized federated learning with communication compression EH Bergou, K Burlachenko, A Dutta, P Richtárik arXiv preprint arXiv:2209.05148, 2022 | 5 | 2022 |
Sharper rates and flexible framework for nonconvex SGD with client and data sampling A Tyurin, L Sun, K Burlachenko, P Richtárik arXiv preprint arXiv:2206.02275, 2022 | 3 | 2022 |
Lane detection using Fourier based line detector K Burlachenko | 1 | 2013 |
Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants P Richtárik, E Gasanov, K Burlachenko arXiv preprint arXiv:2402.10774, 2024 | | 2024 |
Federated Learning is Better with Non-Homomorphic Encryption K Burlachenko, A Alrowithi, FA Albalawi, P Richtarik Proceedings of the 4th International Workshop on Distributed Machine …, 2023 | | 2023 |
Error Feedback Shines when Features are Rare P Richtárik, E Gasanov, K Burlachenko arXiv preprint arXiv:2305.15264, 2023 | | 2023 |
C++ from 1998 to 2020 K Burlachenko https://github.com/burlachenkok/CPP_from_1998_to_2020, 2022 | | 2022 |
MARINA: Faster non-convex distributed learning with compression.(2021) E GORBUNOV, K BURLACHENKO, Z LI, P RICHTARIK Proceedings of the 38th International Conference on Machine Learning (ICML …, 0 | | |