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researcher

David I. Inouye

Purdue University

9 papers hereh-index 121.2k citations23 works total

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

author position
  • first author4
  • middle author1
  • last author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML2
  • stat.ME1
affiliations
  • Purdue University
Homepage
same name
  • David I. Inouye — 15 papers, h 5
  • David I. Inouye — 6 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
20162022
most citedOn the (In)fidelity and Sensitivity for Explanations

63 citations · 90 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 2 cited

Towards Explaining Distribution Shifts

Sean Kulinski, David I. Inouye

A distribution shift can have fundamental consequences such as signaling a change in the operating environment or significantly reducing the accuracy of downstream models. Thus, un…

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