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researcher

Roman Levin

Amazon

7 papers hereh-index 6218 citations12 works total

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

author position
  • first author4
  • middle author2
  • last author1

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

fields
  • cs.LG2
  • cs.AI1
  • cs.CV1
  • cs.IR1
  • math.CA1
  • math.OC1
affiliations
  • Amazon
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedTransfer Learning with Deep Tabular Models

18 citations · 30 across the 7 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2021★ 2 cited

Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability

Roman Levin, Manli Shu, Eitan Borgnia +3

Conventional saliency maps highlight input features to which neural network predictions are highly sensitive. We take a different approach to saliency, in which we identify and ana…

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