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State of the Art in Fair ML: From Moral Philosophy and Legislation to Fair Classifiers
[article]
2018
arXiv
pre-print
Machine learning is becoming an ever present part in our lives as many decisions, e.g. to lend a credit, are no longer made by humans but by machine learning algorithms. However those decisions are often unfair and discriminating individuals belonging to protected groups based on race or gender. With the recent General Data Protection Regulation (GDPR) coming into effect, new awareness has been raised for such issues and with computer scientists having such a large impact on peoples lives it is
arXiv:1811.09539v1
fatcat:7e7hkumg2faffhmrgjvdxo2oiu