Kaja Gruntkowska

According to our database, Kaja Gruntkowska authored at least 5 papers between 2023 and 2024.

Collaborative distances:

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

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