Abdellatif Zaidi
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
information bottleneck
(1)
distributed learning
(1)
mutual information
(1)
generalization error
(1)
minimum description length
(1)
support vector machine
(1)
generalization guarantee
(1)
stochastic gradient langevin dynamics
(1)
rate-distortion theory
(1)
compression framework
(1)
Papers
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors
ICLR 2025
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
ICML 2024
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
ICML 2024
Minimum Description Length and Generalization Guarantees for Representation Learning
NIPS 2023
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
NIPS 2022