The hidden assumptions behind counterfactual explanations and principal reasons

Author:

Barocas Solon1,Selbst Andrew D.2,Raghavan Manish3

Affiliation:

1. Microsoft Research and Cornell University

2. University of California Los Angeles

3. Cornell University

Funder

National Science Foundation

Publisher

ACM

Reference47 articles.

1. Article 29 Data Protection Working Party 2017. Guidelines on Automated individual decision-making and Profiling for the purposes of Regulation 2016/679. https://ec.europa.eu/newsroom/article29/item-detail.cfm?item_id=612053. Article 29 Data Protection Working Party 2017. Guidelines on Automated individual decision-making and Profiling for the purposes of Regulation 2016/679. https://ec.europa.eu/newsroom/article29/item-detail.cfm?item_id=612053.

2. Information fiduciaries and the first amendment;Balkin Jack M;UC Davis Law Review,2015

3. The algorithm game;Bambauer Jane;Notre Dame L. Rev.,2018

4. Rethinking Explainable Machines: The GDPR's Right to Explanation Debate and the Rise of Algorithmic Audits in Enterprise;Casey Bryan;Berkeley Technology Law Journal,2019

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5. Modifications of the Miller Definition of Contrastive (Counterfactual) Explanations;Lecture Notes in Computer Science;2023-11-19

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