Quantifying explainable discrimination and removing illegal discrimination in automated decision making

Author:

Kamiran Faisal,Žliobaitė Indrė,Calders Toon

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference47 articles.

1. Ahearn T (2010) Discrimination lawsuit shows importance of employer policy on the use of criminal records during background checks. via: http://www.esrcheck.com/wordpress/2010/04/12/

2. Asuncion A, Newman D (2007) UCI machine learning repository. Online http://archive.ics.uci.edu/ml/

3. Attorney-General’s Dept C (1984) Australian sex discrimination act 1984. via: http://www.comlaw.gov.au/Details/C2010C00056

4. Becker G (1971) The economics of discrimination. University of Chicago Press, Chicago

5. Bickel P, Hammel E, O’Connell J (1975) Sex bias in graduate admissions: data from Berkeley. Science 187(4175):398–404

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