Kaja Gruntkowska

1. Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates
   2023/10/15 by Ahmad Rammal, Rammal, Ahmad, Kaja Gruntkowska +7 · 4 citations
   Computer Science · #90C26 #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
   2024/05/24 by Alexander Tyurin, Kaja Gruntkowska, Tyurin, Alexander +3 · 2 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
3. The Ball-Proximal (="Broximal") Point Method: a New Algorithm, Convergence Theory, and Applications
   2025/02/04 by Kaja Gruntkowska, Hanmin Li, Gruntkowska, Kaja +5 · 1 voice · 2 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Iterative Methods for Nonlinear Equations #Matrix Theory and Algorithms #cs.LG #math.OC #stat.ML
4. Drop-Muon: Update Less, Converge Faster
   2025/10/02 by Kaja Gruntkowska, Yassine Maziane, Gruntkowska, Kaja +5 · 5 citations
   Physics and Astronomy · Medicine · #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Medical Imaging Techniques and Applications