Burlachenko, Konstantin Pavlovich

5 publications

ICLR 2024 Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants Peter Richtárik, Elnur Gasanov, Konstantin Pavlovich Burlachenko

ICMLW 2023 Federated Learning with Regularized Client Participation Grigory Malinovsky, Samuel Horváth, Konstantin Pavlovich Burlachenko, Peter Richtárik

ICMLW 2023 Federated Optimization Algorithms with Random Reshuffling and Gradient Compression Abdurakhmon Sadiev, Grigory Malinovsky, Eduard Gorbunov, Igor Sokolov, Ahmed Khaled, Konstantin Pavlovich Burlachenko, Peter Richtárik

TMLR 2023 Personalized Federated Learning with Communication Compression El houcine Bergou, Konstantin Pavlovich Burlachenko, Aritra Dutta, Peter Richtárik

TMLR 2023 Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling Alexander Tyurin, Lukang Sun, Konstantin Pavlovich Burlachenko, Peter Richtárik