Empirical Inference

Scaling Guarantees for Nearest Counterfactual Explanations

2021

Conference Paper

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Author(s): Mohammadi, K. and Karimi, A.-H. and Barthe, G. and Valera, I.
Book Title: AIES ’21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society
Pages: 177--187
Year: 2021
Month: May
Editors: Marion Fourcade, Benjamin Kuipers, Seth Lazar and Deirdre K. Mulligan
Publisher: ACM

Department(s): Empirical Inference, Probabilistic Learning Group
Research Project(s): Accountability and Recourse
Bibtex Type: Conference Paper (conference)

DOI: 10.1145/3461702.3462514
Event Name: Fourth AAAI/ACM Conference on AI, Ethics, and Society (AIES 2021)
Event Place: Virtual Event

Address: New York, NY
ISBN: 978-1-4503-8473-5
State: Published

Links: arXiv

BibTex

@conference{MohKarBarVal21,
  title = {Scaling Guarantees for Nearest Counterfactual Explanations},
  author = {Mohammadi, K. and Karimi, A.-H. and Barthe, G. and Valera, I.},
  booktitle = {AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society},
  pages = {177--187},
  editors = {Marion Fourcade, Benjamin Kuipers, Seth Lazar and Deirdre K. Mulligan},
  publisher = {ACM},
  address = {New York, NY},
  month = may,
  year = {2021},
  doi = {10.1145/3461702.3462514},
  month_numeric = {5}
}