Kaja Gruntkowska

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Image Compression

Global Optimization

Top Venues

Publications

Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates. AISTATS (2024)
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity. CoRR (2024)
Alexander Tyurin, Kaja Gruntkowska, Peter Richtárik
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations. CoRR (2024)
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression. ICML (2023)
Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates. CoRR (2023)
Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression. CoRR (2022)