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Algorithmic decision making systems are ubiquitous across a wide variety of online as well as offline services.
Civil Rights Act of 1964, Title VII, Equal Employment Opportunities, 1964
Civil Rights Act · 1964
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Adverse Impact and Test Validation: A Practitioner’s Guide to Valid and Defensible Employment Testing
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Classifying without Discriminating
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Ricci vs. DeStefano · 2009
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Three Naive Bayes Approaches for Discrimination-Free Classification
T. Calders and S. Verwer · 2010
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Classification with No Discrimination by Preferential Sampling
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http://tinyurl.com/UCI-Bank , 2014
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