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researcher

Ruosi Wan

9 papers hereh-index 11320 citations16 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG2
  • stat.ML2
  • cs.AI1
  • cs.CV1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedTowards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization

30 citations · 69 across the 9 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 6 cited

Spherical Motion Dynamics: Learning Dynamics of Neural Network with Normalization, Weight Decay, and SGD

Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang +1

In this work, we comprehensively reveal the learning dynamics of neural network with normalization, weight decay (WD), and SGD (with momentum), named as Spherical Motion Dynamics (…

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