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researcher

Leilani H. Gilpin

MIT

14 papers hereh-index 82.6k citations35 works total

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

author position
  • first author3
  • middle author1
  • last author9

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.AI7
  • cs.HC4
  • cs.CL1
  • cs.LG1
  • cs.RO1
affiliations
  • MIT
HomepageORCID 0000-0002-9741-2014

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedExplaining Explanations: An Overview of Interpretability of Machine Learning

32 citations · 64 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023

The XAISuite framework and the implications of explanatory system dissonance

Shreyan Mitra, Leilani Gilpin

Explanatory systems make machine learning models more transparent. However, they are often inconsistent. In order to quantify and isolate possible scenarios leading to this discrep…

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