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researcher

Stephen J. Wright

Computer Sciences Department

32 papers hereh-index 6444.9k citations336 works total

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

author position
  • sole author1
  • middle author3
  • last author26

Across the 30 of 32 papers where every author was matched, so the position is known.

fields
  • math.OC19
  • cs.LG5
  • math.NA5
  • stat.ML2
  • stat.OT1
affiliations
  • Computer Sciences Department
  • Wisconsin Institute for Discovery
HomepageORCID 0000-0001-6815-7379
same name
  • Stephen J. Wright — 4 papers, h 4
  • Stephen J. Wright — 4 papers, h 4
  • Stephen J. Wright — 3 papers, h 1
  • Stephen J. Wright — 3 papers, h 2
  • Stephen J. Wright — 2 papers, h 1
  • Stephen J. Wright — 2 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
20012023
most citedTraining Set Debugging Using Trusted Items

26 citations · 56 across the 16 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023

Correcting Auto-Differentiation in Neural-ODE Training

Yewei Xu, Shi Chen, Qin Li

Does the use of auto-differentiation yield reasonable updates for deep neural networks (DNNs)? Specifically, when DNNs are designed to adhere to neural ODE architectures, can we tr…

cs.LG2023★ 1 cited

Differentially Private Optimization for Smooth Nonconvex ERM

Changyu Gao, Stephen J. Wright

We develop simple differentially private optimization algorithms that move along directions of (expected) descent to find an approximate second-order solution for nonconvex ERM. We…

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