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researcher

S. Du

65 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 author18

Across the 65 of 65 papers where every author was matched, so the position is known.

fields
  • cs.LG48
  • stat.ML6
  • math.OC4
  • cs.AI3
  • cs.CL1
  • cs.GT1
same name
  • S. Du — 149 papers, h 21
  • S. Du — 138 papers, h 48
  • S. Du — 127 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 · 639 across the 38 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 10 cited

Computationally Efficient Robust Estimation of Sparse Functionals

Simon S. Du, Sivaraman Balakrishnan, Aarti Singh

Many conventional statistical procedures are extremely sensitive to seemingly minor deviations from modeling assumptions. This problem is exacerbated in modern high-dimensional set…

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