Hanzely, Slavomir

6 publications

AISTATS 2025 Sketch-and-Project Meets Newton Method: Global $O(1/k^2)$ Convergence with Low-Rank Updates Slavomir Hanzely

ICMLW 2023 Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes Konstantin Mishchenko, Slavomir Hanzely, Peter Richtárik

TMLR 2023 Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation Rustem Islamov, Xun Qian, Slavomir Hanzely, Mher Safaryan, Peter Richtárik

ICMLW 2023 Sketch-and-Project Meets Newton Method: \\ Global $\mathcal O \left( K^{-2} \right)$ Convergence with Low-Rank Updates Slavomir Hanzely

NeurIPS 2022 A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate Slavomír Hanzely, Dmitry Kamzolov, Dmitry Pasechnyuk, Alexander Gasnikov, Peter Richtarik, Martin Takac

NeurIPS 2020 Lower Bounds and Optimal Algorithms for Personalized Federated Learning Filip Hanzely, Slavomír Hanzely, Samuel Horváth, Peter Richtarik