{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T15:45:34Z","timestamp":1781797534985,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":9,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,12,27]],"date-time":"2018-12-27T00:00:00Z","timestamp":1545868800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,12,27]]},"DOI":"10.1145\/3278721.3278779","type":"proceedings-article","created":{"date-parts":[[2019,1,10]],"date-time":"2019-01-10T13:40:41Z","timestamp":1547127641000},"page":"335-340","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":906,"title":["Mitigating Unwanted Biases with Adversarial Learning"],"prefix":"10.1145","author":[{"given":"Brian Hu","family":"Zhang","sequence":"first","affiliation":[{"name":"Stanford University, Stanford, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Blake","family":"Lemoine","sequence":"additional","affiliation":[{"name":"Google, Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Margaret","family":"Mitchell","sequence":"additional","affiliation":[{"name":"Google, Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2018,12,27]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Asuncion A. and Newman D. 2007. Uci machine learning repository.  Asuncion A. and Newman D. 2007. Uci machine learning repository."},{"key":"e_1_3_2_1_2_1","unstructured":"Beutel A.; Chen J.; Zhao Z.; and Chi E. H. 2017. Data decisions and theoretical implications when adversarially learning fair representations. arXiv preprint arXiv:1707.00075.  Beutel A.; Chen J.; Zhao Z.; and Chi E. H. 2017. Data decisions and theoretical implications when adversarially learning fair representations. arXiv preprint arXiv:1707.00075."},{"key":"e_1_3_2_1_3_1","unstructured":"Bolukbasi T.; Chang K.-W.; Zou J. Y.; Saligrama V.; and Kalai A. T. 2016. Man is to computer programmer as woman is to homemaker? debiasing word embeddings. In Advances in Neural Information Processing Systems 4349--4357.   Bolukbasi T.; Chang K.-W.; Zou J. Y.; Saligrama V.; and Kalai A. T. 2016. Man is to computer programmer as woman is to homemaker? debiasing word embeddings. In Advances in Neural Information Processing Systems 4349--4357."},{"key":"e_1_3_2_1_4_1","unstructured":"Goodfellow I.; Pouget-Abadie J.; Mirza M.; Xu B.; Warde-Farley D.; Ozair S.; Courville A.; and Bengio Y. 2014. Generative adversarial nets. In Advances in neural information processing systems 2672--2680.   Goodfellow I.; Pouget-Abadie J.; Mirza M.; Xu B.; Warde-Farley D.; Ozair S.; Courville A.; and Bengio Y. 2014. Generative adversarial nets. In Advances in neural information processing systems 2672--2680."},{"key":"e_1_3_2_1_5_1","unstructured":"Hardt M.; Price E.; Srebro N.; etal 2016. Equality of opportunity in supervised learning. In Advances in Neural Information Processing Systems 3315--3323.   Hardt M.; Price E.; Srebro N.; et al. 2016. Equality of opportunity in supervised learning. In Advances in Neural Information Processing Systems 3315--3323."},{"key":"e_1_3_2_1_6_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980.","author":"Kingma D.","year":"2014","unstructured":"Kingma , D. , and Ba , J . 2014 . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980. Kingma, D., and Ba, J. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980."},{"key":"e_1_3_2_1_7_1","unstructured":"Kleinberg J.; Mullainathan S.; and Raghavan M. 2016. Inherent trade-offs in the fair determination of risk scores. arXiv preprint arXiv:1609.05807.  Kleinberg J.; Mullainathan S.; and Raghavan M. 2016. Inherent trade-offs in the fair determination of risk scores. arXiv preprint arXiv:1609.05807."},{"key":"e_1_3_2_1_8_1","unstructured":"Lum K. and Johndrow J. 2016. A statistical framework for fair predictive algorithms. arXiv preprint arXiv:1610.08077.  Lum K. and Johndrow J. 2016. A statistical framework for fair predictive algorithms. arXiv preprint arXiv:1610.08077."},{"key":"e_1_3_2_1_9_1","unstructured":"Mikolov T.; Sutskever I.; Chen K.; Corrado G. S.; and Dean J. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems 3111--3119.   Mikolov T.; Sutskever I.; Chen K.; Corrado G. S.; and Dean J. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems 3111--3119."}],"event":{"name":"AIES '18: AAAI\/ACM Conference on AI, Ethics, and Society","location":"New Orleans LA USA","acronym":"AIES '18","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["Proceedings of the 2018 AAAI\/ACM Conference on AI, Ethics, and Society"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3278721.3278779","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3278721.3278779","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:58:00Z","timestamp":1750208280000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3278721.3278779"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,27]]},"references-count":9,"alternative-id":["10.1145\/3278721.3278779","10.1145\/3278721"],"URL":"https:\/\/doi.org\/10.1145\/3278721.3278779","relation":{},"subject":[],"published":{"date-parts":[[2018,12,27]]},"assertion":[{"value":"2018-12-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}