Empirical Inference
Probabilistic Learning Group
Conference Paper
2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions
arXiv
Empirical Inference
Probabilistic Learning Group
| Author(s): | Karimi, A.-H. and Barthe, G. and Balle, B. and Valera, I. |
| Links: | |
| Book Title: | Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) |
| Volume: | 108 |
| Pages: | 895--905 |
| Year: | 2020 |
| Month: | August |
| Series: | Proceedings of Machine Learning Research |
| Editors: | Silvia Chiappa and Roberto Calandra |
| Publisher: | PMLR |
| Project(s): |
|
| BibTeX Type: | Conference Paper (conference) |
| Event Place: | Virtual Conference |
| State: | Published |
| URL: | http://proceedings.mlr.press/v108/karimi20a.html |
| Electronic Archiving: | grant_archive |
BibTeX
@conference{KarBarBalVal20,
title = {Model-Agnostic Counterfactual Explanations for Consequential Decisions},
booktitle = {Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)},
volume = {108},
pages = {895--905},
series = {Proceedings of Machine Learning Research},
editors = {Silvia Chiappa and Roberto Calandra},
publisher = {PMLR},
month = aug,
year = {2020},
author = {Karimi, A.-H. and Barthe, G. and Balle, B. and Valera, I.},
url = {http://proceedings.mlr.press/v108/karimi20a.html},
month_numeric = {8}
}