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researcher

Daniel A. Roberts

7 papers hereh-index 165.3k citations31 works total

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

author position
  • sole author2
  • first author1
  • middle author3
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • hep-th2
  • hep-ph1
  • stat.ML1
same name
  • Daniel A. Roberts — 1 paper
  • Daniel A. Roberts — 1 paper

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
20182022
most citedGradient Descent Happens in a Tiny Subspace

108 citations · 128 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2019

Robust Learning with Jacobian Regularization

Judy Hoffman, Daniel A. Roberts, Sho Yaida

Design of reliable systems must guarantee stability against input perturbations. In machine learning, such guarantee entails preventing overfitting and ensuring robustness of model…

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