← Authors

Slavomír Hanzely

3 papers · 2020–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) AISTATS (1)

Top co-authors

Peter Richtarik (2) Dmitry Kamzolov (1) Martin Takac (1) Alexander Gasnikov (1) Filip Hanzely (1) Dmitry Pasechnyuk (1) Samuel Horváth (1)

Keywords

federated learning (1) communication complexity (1) variance reduction (1) local stochastic gradient descent (1) personalized federated learning (1) local sgd (1)

Papers

Sketch-and-Project Meets Newton Method: Global $O(1/k^2)$ Convergence with Low-Rank Updates AISTATS 2025
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate NIPS 2022
Lower Bounds and Optimal Algorithms for Personalized Federated Learning NIPS 2020