Konstantin Burlachenko

Konstantin Burlachenko

King Abdullah University of Science & Technology - Thuwal / Saudi Arabia
Engineering & Technology / Computer Science
AD Scientific Index ID: 5088402
جامعة الملك عبد الله للعلوم والتقنية
person_outline Konstantin Burlachenko's MOST POPULAR ARTICLES
1-) MARINA: Faster non-convex distributed learning with compression E Gorbunov, KP Burlachenko, Z Li, P Richtárik International Conference on Machine Learning, 3788-3798, 2021 792021
2-) Federated optimization algorithms with random reshuffling and gradient compressionA Sadiev, G Malinovsky, E Gorbunov, I Sokolov, A Khaled, K Burlachenko, ...arXiv preprint arXiv:2206.07021, 2022122022
3-) Fl_pytorch: optimization research simulator for federated learningK Burlachenko, S Horváth, P RichtárikProceedings of the 2nd ACM International Workshop on Distributed Machine …, 2021132021
4-) Faster rates for compressed federated learning with client-variance reductionH Zhao, K Burlachenko, Z Li, P RichtárikSIAM Journal on Mathematics of Data Science 6 (1), 154-175, 2024162024
5-) Federated learning with regularized client participationG Malinovsky, S Horváth, K Burlachenko, P RichtárikarXiv preprint arXiv:2302.03662, 2023132023