Kaja Gruntkowska

According to our database, Kaja Gruntkowska authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Gluon: Making Muon & Scion Great Again! (Bridging Theory and Practice of LMO-based Optimizers for LLMs).

Artem Riabinin, Egor Shulgin, Kaja Gruntkowska, Peter Richtárik

CoRR, May, 2025

The Ball-Proximal (="Broximal") Point Method: a New Algorithm, Convergence Theory, and Applications.

Kaja Gruntkowska, Hanmin Li, Aadi Rane, Peter Richtárik

CoRR, February, 2025

2024

Tighter Performance Theory of FedExProx.

Wojciech Anyszka, Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik

CoRR, 2024

Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations.

Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity.

Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates.

Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression.

Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik

Proceedings of the International Conference on Machine Learning, 2023