Abdellatif Zaidi
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
rate-distortion theory
(2)
minimum description length
(2)
support vector machine
(2)
generalization error
(2)
representation learning
(2)
generalization bound
(1)
pac-bayes bound
(1)
generalization guarantee
(1)
variational information bottleneck
(1)
stochastic differential equation
(1)
stochastic gradient langevin dynamics
(1)
euler discretization
(1)
heavy-tailed noise
(1)
gaussian mixture
(1)
compression framework
(1)
communication round
(1)
propagation of chao
(1)
resnet-56
(1)
compressibility
(1)
overparametrization
(1)
Papers
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors
ICLR 2025
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
ICML 2024
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
ICML 2024
Minimum Description Length and Generalization Guarantees for Representation Learning
NeurIPS 2023
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
NeurIPS 2022