@InProceedings{gopalan_et_al:LIPIcs.ITCS.2022.79, author = {Gopalan, Parikshit and Kalai, Adam Tauman and Reingold, Omer and Sharan, Vatsal and Wieder, Udi}, title = {{Omnipredictors}}, booktitle = {13th Innovations in Theoretical Computer Science Conference (ITCS 2022)}, pages = {79:1--79:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-217-4}, ISSN = {1868-8969}, year = {2022}, volume = {215}, editor = {Braverman, Mark}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2022.79}, URN = {urn:nbn:de:0030-drops-156755}, doi = {10.4230/LIPIcs.ITCS.2022.79}, annote = {Keywords: Loss-minimzation, multi-group fairness, agnostic learning, boosting} }