Slavomír Hanzely

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Optimization Algorithm

Adaptive Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

Rustem Islamov, Xun Qian, Slavomír Hanzely, Mher Safaryan, Peter Richtárik
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation. Trans. Mach. Learn. Res. 2023 (2023)
Slavomír Hanzely
) Convergence with Low-Rank Updates. CoRR (2023)
Konstantin Mishchenko, Slavomír Hanzely, Peter Richtárik
Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes. CoRR (2023)
Slavomír Hanzely
Adaptive Optimization Algorithms for Machine Learning. CoRR (2023)
Slavomír Hanzely, Dmitry Kamzolov, Dmitry Pasechnyuk, Alexander V. Gasnikov, Peter Richtárik, Martin Takác
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate. NeurIPS (2022)
Rustem Islamov, Xun Qian, Slavomír Hanzely, Mher Safaryan, Peter Richtárik
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation. CoRR (2022)
Filip Hanzely, Slavomír Hanzely, Samuel Horváth, Peter Richtárik
Lower Bounds and Optimal Algorithms for Personalized Federated Learning. CoRR (2020)
Motasem Alfarra, Slavomír Hanzely, Alyazeed Albasyoni, Bernard Ghanem, Peter Richtárik
Adaptive Learning of the Optimal Mini-Batch Size of SGD. CoRR (2020)
Filip Hanzely, Slavomír Hanzely, Samuel Horváth, Peter Richtárik
Lower Bounds and Optimal Algorithms for Personalized Federated Learning. NeurIPS (2020)