Estimation of Concept Explanations Should Be Uncertainty Aware

EasyChair Preprint 11000, version history

Version	Date	Pages	Version notes
1	October 1, 2023	10
2	October 4, 2023	7	Added more baselines and corrected references. Included new citations Made it more concise, removed theory as it already exists in a different work

Keyphrases: Explainable AI, concept bottleneck, concept explanations, uncertainty

BibTeX entry

BibTeX does not have the right entry for preprints. This is a hack for producing the correct reference:

@booklet{EasyChair:11000,
  author    = {Elizabeth Chou and Amanda Boyd},
  title     = {Estimation of Concept Explanations Should Be Uncertainty Aware},
  howpublished = {EasyChair Preprint 11000},
  year      = {EasyChair, 2023}}