@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.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} }