Kaja Gruntkowska

14 papers A* 3A 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Drop-Muon: Update Less, Converge Faster.
CoRR
Kaja Gruntkowska, Yassine Maziane, Zheng Qu, Peter Richtárik
2025 J jnl
Error Feedback for Muon and Friends.
CoRR
Kaja Gruntkowska, Alexander Gaponov, Zhirayr Tovmasyan, Peter Richtárik
2025 J jnl
Gluon: Making Muon & Scion Great Again! (Bridging Theory and Practice of LMO-based Optimizers for LLMs).
CoRR
Artem Riabinin, Egor Shulgin, Kaja Gruntkowska, Peter Richtárik
2025 J jnl
Non-Euclidean Broximal Point Method: A Blueprint for Geometry-Aware Optimization.
CoRR
Kaja Gruntkowska, Peter Richtárik
2025 J jnl
The Ball-Proximal (="Broximal") Point Method: a New Algorithm, Convergence Theory, and Applications.
CoRR
Kaja Gruntkowska, Hanmin Li, Aadi Rane, Peter Richtárik
2024 A conf
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates.
AISTATS
Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik
2024 A* conf
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations.
NeurIPS
Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik
2024 J jnl
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations.
CoRR
Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik
2024 A* conf
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity.
NeurIPS
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
2024 J jnl
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity.
CoRR
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
2024 J jnl
Tighter Performance Theory of FedExProx.
CoRR
Wojciech Anyszka, Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
2023 J jnl
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates.
CoRR
Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik
2023 A* conf
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression.
ICML
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
2022 J jnl
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression.
CoRR
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik