Published in: LIPIcs, Volume 156, 1st Symposium on Foundations of Responsible Computing (FORC 2020)
Ashesh Rambachan and Jonathan Roth. Bias In, Bias Out? Evaluating the Folk Wisdom. In 1st Symposium on Foundations of Responsible Computing (FORC 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 156, pp. 6:1-6:15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)
@InProceedings{rambachan_et_al:LIPIcs.FORC.2020.6, author = {Rambachan, Ashesh and Roth, Jonathan}, title = {{Bias In, Bias Out? Evaluating the Folk Wisdom}}, booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)}, pages = {6:1--6:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-142-9}, ISSN = {1868-8969}, year = {2020}, volume = {156}, editor = {Roth, Aaron}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.6}, URN = {urn:nbn:de:0030-drops-120225}, doi = {10.4230/LIPIcs.FORC.2020.6}, annote = {Keywords: fairness, selective labels, discrimination, training data} }
Published in: LIPIcs, Volume 67, 8th Innovations in Theoretical Computer Science Conference (ITCS 2017)
Jon Kleinberg, Sendhil Mullainathan, and Manish Raghavan. Inherent Trade-Offs in the Fair Determination of Risk Scores. In 8th Innovations in Theoretical Computer Science Conference (ITCS 2017). Leibniz International Proceedings in Informatics (LIPIcs), Volume 67, pp. 43:1-43:23, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2017)
@InProceedings{kleinberg_et_al:LIPIcs.ITCS.2017.43, author = {Kleinberg, Jon and Mullainathan, Sendhil and Raghavan, Manish}, title = {{Inherent Trade-Offs in the Fair Determination of Risk Scores}}, booktitle = {8th Innovations in Theoretical Computer Science Conference (ITCS 2017)}, pages = {43:1--43:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-029-3}, ISSN = {1868-8969}, year = {2017}, volume = {67}, editor = {Papadimitriou, Christos H.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2017.43}, URN = {urn:nbn:de:0030-drops-81560}, doi = {10.4230/LIPIcs.ITCS.2017.43}, annote = {Keywords: algorithmic fairness, risk tools, calibration} }
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