conftrace_

Yijun Wan

3 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) NIPS (1)

Top co-authors

Umut Simsekli (2) Abdellatif Zaidi (2) Melih Barsbey (1) Romain Chor (1) Soon Hoe Lim (1) Milad Sefidgaran (1)

Keywords

gradient descent (1) chaotic dynamics (1) heavy-tailed distribution (1) implicit regularization (1) stochastic differential equation (1) heavy-tailed process (1) levy-stable process (1)

Papers

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 Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent NIPS 2022