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Model-Agnostic Counterfactual Explanations for Consequential Decisions

2020

Conference Paper

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Author(s): Karimi, A.-H. and Barthe, G. and Balle, B. and Valera, I.
Book Title: Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)
Year: 2020
Month: June

Department(s): Empirical Inference, Probabilistic Learning Group
Bibtex Type: Conference Paper (conference)

Event Place: Palermo, Sicily, Italy

State: Accepted

Links: arXiv

BibTex

@conference{KarBarBalVal20,
  title = {Model-Agnostic Counterfactual Explanations for Consequential Decisions},
  author = {Karimi, A.-H. and Barthe, G. and Balle, B. and Valera, I.},
  booktitle = {Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)},
  month = jun,
  year = {2020},
  month_numeric = {6}
}