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researcher

S. Du

64 papers hereh-index 4912.5k citations140 works total

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

author position
  • first author17
  • middle author30
  • last author16

Across the 63 of 64 papers where every author was matched, so the position is known.

fields
  • cs.LG47
  • stat.ML6
  • math.OC4
  • cs.AI3
  • cs.CL1
  • cs.GT1
same name
  • S. Du — 143 papers, h 21
  • S. Du — 138 papers, h 48
  • S. Du — 126 papers, h 1
  • S. Du — 86 papers, h 6
  • S. Du — 55 papers, h 13
  • S. Du — 31 papers, h 2

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 citedFine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks

256 citations · 628 across the 31 of their papers we have counts for

collaborators
Showing 2017 · math.OCShow all

1 paper · 2 filters

math.OC2017

Gradient Descent Can Take Exponential Time to Escape Saddle Points

Simon S. Du, Chi Jin, Jason D. Lee +3

Although gradient descent (GD) almost always escapes saddle points asymptotically [Lee et al., 2016], this paper shows that even with fairly natural random initialization schemes a…

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