@InProceedings{dwork_et_al:LIPIcs.FORC.2020.8, author = {Dwork, Cynthia and Ilvento, Christina and Rothblum, Guy N. and Sur, Pragya}, title = {{Abstracting Fairness: Oracles, Metrics, and Interpretability}}, booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)}, pages = {8:1--8:16}, 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.2020.8}, URN = {urn:nbn:de:0030-drops-120247}, doi = {10.4230/LIPIcs.FORC.2020.8}, annote = {Keywords: Algorithmic fairness, fairness definitions, causality-based fairness, interpretability, individual fairness, metric fairness} }