Inherent Trade-Offs in the Fair Determination of Risk Scores. Kleinberg, J., Mullainathan, S., & Raghavan, M. In 8th Innovations in Theoretical Computer Science Conference (ITCS 2017), volume 67, of Leibniz International Proceedings in Informatics (LIPIcs), pages 43:1–43:23. Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik.
Inherent Trade-Offs in the Fair Determination of Risk Scores [link]Paper  doi  bibtex   
@inproceedings{kleinberg_inherent_2017,
	location = {Dagstuhl, Germany},
	title = {Inherent Trade-Offs in the Fair Determination of Risk Scores},
	volume = {67},
	isbn = {978-3-95977-029-3},
	url = {http://drops.dagstuhl.de/opus/volltexte/2017/8156},
	doi = {10.4230/LIPIcs.ITCS.2017.43},
	series = {Leibniz International Proceedings in Informatics ({LIPIcs})},
	pages = {43:1--43:23},
	booktitle = {8th Innovations in Theoretical Computer Science Conference ({ITCS} 2017)},
	publisher = {Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik},
	author = {Kleinberg, Jon and Mullainathan, Sendhil and Raghavan, Manish},
	editor = {Papadimitriou, Christos H.},
	urldate = {2019-07-16},
	date = {2017},
	keywords = {algorithmic fairness, calibration, risk tools}
}
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