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J. Sousa

1 paper hereh-index 321 citations14 works total

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

author position
  • first author1

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

fields
  • cs.LG1
same name
  • J. Sousa — 17 papers
  • J. Sousa — 8 papers, h 17
  • J. Sousa — 4 papers
  • J. Sousa — 2 papers, h 22
  • J. Sousa — 2 papers, h 9
  • J. Sousa — 1 paper, h 9

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 citedConceptDistil: Model-Agnostic Distillation of Concept Explanations

3 citations · 3 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 3 cited

ConceptDistil: Model-Agnostic Distillation of Concept Explanations

João Bento Sousa, Ricardo Moreira, Vladimir Balayan +2

Concept-based explanations aims to fill the model interpretability gap for non-technical humans-in-the-loop. Previous work has focused on providing concepts for specific models (eg…

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