{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:38:30Z","timestamp":1773376710035,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,7]],"date-time":"2024-07-07T00:00:00Z","timestamp":1720310400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,7]],"date-time":"2024-07-07T00:00:00Z","timestamp":1720310400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,7]]},"DOI":"10.1109\/isit57864.2024.10619400","type":"proceedings-article","created":{"date-parts":[[2024,8,19]],"date-time":"2024-08-19T13:25:01Z","timestamp":1724073901000},"page":"208-213","source":"Crossref","is-referenced-by-count":0,"title":["Group Fairness with Uncertain Sensitive Attributes"],"prefix":"10.1109","author":[{"given":"Abhin","family":"Shah","sequence":"first","affiliation":[{"name":"Massachusetts Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maohao","family":"Shen","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jongha Jon","family":"Ryu","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Subhro","family":"Das","sequence":"additional","affiliation":[{"name":"MIT-IBM Watson AI Lab, IBM Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Prasanna","family":"Sattigeri","sequence":"additional","affiliation":[{"name":"MIT-IBM Watson AI Lab, IBM Research"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuheng","family":"Bu","sequence":"additional","affiliation":[{"name":"University of Florida"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gregory W.","family":"Wornell","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Fairness and Machine Learning: Limitations and Opportunities","author":"Barocas","year":"2019"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11135-011-9640-9"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(01)00264-8"},{"key":"ref4","author":"Shah","year":"2023","journal-title":"Group fairness with uncertainty in sensitive attributes"},{"key":"ref5","article-title":"Noise-tolerant fair classification","volume":"32","author":"Lamy","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","first-page":"1770","article-title":"Equalized odds postprocessing under imperfect group information","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Awasthi","year":"2020"},{"key":"ref7","first-page":"7066","article-title":"Fair learning with private demographic data","volume-title":"International Conference on Machine Learning","author":"Mozannar","year":"2020"},{"key":"ref8","first-page":"5190","article-title":"Robust optimization for fairness with noisy protected groups","volume":"33","author":"Wang","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref9","first-page":"1349","article-title":"Fair classification with noisy protected attributes: A framework with provable guarantees","volume-title":"International Conference on Machine Learning","author":"Celis","year":"2021"},{"key":"ref10","first-page":"8158","article-title":"Fair classification with adversarial perturbations","volume":"34","author":"Celis","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","first-page":"60","article-title":"A reductions approach to fair classification","volume-title":"International Conference on Machine Learning","author":"Agarwal","year":"2018"},{"key":"ref12","first-page":"4382","article-title":"Fairness-aware learning for continuous attributes and treatments","volume-title":"International Conference on Machine Learning","author":"Mary","year":"2019"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1561\/0100000107"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT45174.2021.9517714"},{"issue":"1","key":"ref15","first-page":"2909","article-title":"Cvxpy: A python-embedded modeling language for convex optimization","volume":"17","author":"Diamond","year":"2016","journal-title":"The Journal of Machine Learning Research"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4380-9_41"},{"key":"ref17","volume-title":"All of nonparametric statistics","author":"Wasserman","year":"2006"},{"key":"ref18","author":"Lee","year":"2019","journal-title":"Learning autocomplete systems as a communication game"}],"event":{"name":"2024 IEEE International Symposium on Information Theory (ISIT)","location":"Athens, Greece","start":{"date-parts":[[2024,7,7]]},"end":{"date-parts":[[2024,7,12]]}},"container-title":["2024 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10619013\/10619074\/10619400.pdf?arnumber=10619400","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:27:50Z","timestamp":1773347270000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10619400\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/isit57864.2024.10619400","relation":{},"subject":[],"published":{"date-parts":[[2024,7,7]]}}}