Yijun Wan
3 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic differential equation
(2)
generalization error
(1)
chaotic dynamics
(1)
support vector machine
(1)
pac-bayes bound
(1)
heavy-tailed distribution
(1)
implicit regularization
(1)
euler discretization
(1)
rate-distortion theory
(1)
heavy-tailed noise
(1)
communication round
(1)
propagation of chao
(1)
heavy-tailed process
(1)
levy-stable process
(1)
resnet-56
(1)
compressibility
(1)
gradient descent
(1)
overparametrization
(1)
Papers
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
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
NeurIPS 2022