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researcher

S. Ramkumar

1 paper hereh-index 378 citations23 works total

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • S. Ramkumar — 3 papers, h 7
  • S. Ramkumar — 2 papers, h 2
  • S. Ramkumar — 2 papers, h 2
  • S. Ramkumar — 1 paper, 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

most citedSmoothed Geometry for Robust Attribution

26 citations · 26 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2020★ 26 cited

Smoothed Geometry for Robust Attribution

Zifan Wang, Haofan Wang, Shakul Ramkumar +3

Feature attributions are a popular tool for explaining the behavior of Deep Neural Networks (DNNs), but have recently been shown to be vulnerable to attacks that produce divergent…

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