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Yijun Wan

6 papers hereh-index 565 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • math.PR3
  • stat.ML3

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedChaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent

3 citations · 6 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 3 cited

Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent

Soon Hoe Lim, Yijun Wan, Umut Şimşekli

Recent studies have shown that gradient descent (GD) can achieve improved generalization when its dynamics exhibits a chaotic behavior. However, to obtain the desired effect, the s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.