Discrimination in machine learning algorithms
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[1] Nathan Srebro,et al. Equality of Opportunity in Supervised Learning , 2016, NIPS.
[2] Carlos Eduardo Scheidegger,et al. Certifying and Removing Disparate Impact , 2014, KDD.
[3] G. King,et al. Multivariate Matching Methods That Are Monotonic Imbalance Bounding , 2011 .
[4] Stefano M. Iacus,et al. cem: Software for Coarsened Exact Matching , 2009, Journal of Statistical Software.
[5] Salvatore Ruggieri,et al. A multidisciplinary survey on discrimination analysis , 2013, The Knowledge Engineering Review.
[6] Toon Calders,et al. Data preprocessing techniques for classification without discrimination , 2011, Knowledge and Information Systems.
[7] Franco Turini,et al. k-NN as an implementation of situation testing for discrimination discovery and prevention , 2011, KDD.