Gruntkowska, Kaja

4 publications

AISTATS 2024 Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtarik

NeurIPS 2024 Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik

NeurIPS 2024 Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization Under Function Similarity Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik

ICML 2023 EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik