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researcher

Yiping Lu

Stanford University

15 papers hereh-index 113k citations18 works total

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

author position
  • first author6
  • middle author9

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV3
  • stat.ML3
  • math.NA2
  • econ.EM1
  • math.ST1
affiliations
  • Stanford University
Homepage
same name
  • Yiping Lu — 23 papers, h 6
  • Yiping Lu — 4 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedUnderstanding and Improving Transformer From a Multi-Particle Dynamic System Point of View

117 citations · 147 across the 8 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020

A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth

Yiping Lu, Chao Ma, Yulong Lu +2

Training deep neural networks with stochastic gradient descent (SGD) can often achieve zero training loss on real-world tasks although the optimization landscape is known to be hig…

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