Kaja Gruntkowska
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
distributed optimization
(4)
nonconvex optimization
(3)
communication compression
(2)
bidirectional compression
(2)
stochastic gradient
(2)
communication complexity
(2)
asynchronous computation
(1)
asynchronous optimization
(1)
time complexity
(1)
gradient compression
(1)
byzantine fault tolerance
(1)
byzantine robustness
(1)
stochastic method
(1)
error feedback
(1)
federated learning
(1)
downlink compression
(1)
stochastic optimization
(1)
stochastic gradient descent
(1)
finite-sum optimization
(1)
distributed learning
(1)
Papers
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
NIPS 2024
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
NIPS 2024
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates
AISTATS 2024
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression
ICML 2023