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researcher

L. Daniel

21 papers hereh-index 355.2k citations133 works total

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

author position
  • middle author4
  • last author15

Across the 19 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • eess.SY4
  • stat.ML3
  • cs.CE1
  • math.NA1
same name
  • L. Daniel — 2 papers, h 3
  • L. Daniel — 2 papers, h 4
  • L. Daniel — 1 paper, h 17
  • L. Daniel — 1 paper, h 16

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
20162022
most citedEvaluating the Robustness of Neural Networks: An Extreme Value Theory Approach

158 citations · 212 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 1 cited

Fast Training of Provably Robust Neural Networks by SingleProp

Akhilan Boopathy, Tsui-Wei Weng, Sijia Liu +3

Recent works have developed several methods of defending neural networks against adversarial attacks with certified guarantees. However, these techniques can be computationally cos…

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