{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T23:00:54Z","timestamp":1768345254492,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,7,21]],"date-time":"2021-07-21T00:00:00Z","timestamp":1626825600000},"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":[[2021,7,21]]},"DOI":"10.1145\/3461702.3462611","type":"proceedings-article","created":{"date-parts":[[2021,7,31]],"date-time":"2021-07-31T01:21:32Z","timestamp":1627694492000},"page":"843-853","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Quantum Fair Machine Learning"],"prefix":"10.1145","author":[{"given":"Elija","family":"Perrier","sequence":"first","affiliation":[{"name":"University of Technology, Sydney &amp; Australian National University, Sydney, NSW, Australia"}]}],"member":"320","published-online":{"date-parts":[[2021,7,30]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Why Philosophers Should Care About Computational Complexity. (Aug","author":"Aaronson Scott","year":"2011","unstructured":"Scott Aaronson . 2011. Why Philosophers Should Care About Computational Complexity. (Aug . 2011 ). arXiv:quant-ph\/1108.1791 Scott Aaronson. 2011. Why Philosophers Should Care About Computational Complexity. (Aug. 2011). arXiv:quant-ph\/1108.1791"},{"key":"e_1_3_2_1_2_1","volume-title":"Opinion textbar Why Google's Quantum Supremacy Milestone Matters. The New York Times (Oct","author":"Aaronson Scott","year":"2019","unstructured":"Scott Aaronson . 2019. Opinion textbar Why Google's Quantum Supremacy Milestone Matters. The New York Times (Oct . 2019 ). https:\/\/www.nytimes.com\/2019\/10\/30\/opinion\/google-quantum-computer-sycamore.html Scott Aaronson. 2019. Opinion textbar Why Google's Quantum Supremacy Milestone Matters. The New York Times (Oct. 2019). https:\/\/www.nytimes.com\/2019\/10\/30\/opinion\/google-quantum-computer-sycamore.html"},{"key":"e_1_3_2_1_3_1","volume-title":"Advances in Artificial Intelligence (Lecture Notes in Computer Science )","author":"A\u00efmeur Esma","unstructured":"Esma A\u00efmeur , Gilles Brassard , and S\u00e9bastien Gambs . 2006. Machine Learning in a Quantum World . In Advances in Artificial Intelligence (Lecture Notes in Computer Science ) , Luc Lamontagne and Mario Marchand (Eds.). Springer , Berlin, Heidelberg , 431--442. https:\/\/doi.org\/10.1007\/11766247_37 Esma A\u00efmeur, Gilles Brassard, and S\u00e9bastien Gambs. 2006. Machine Learning in a Quantum World. In Advances in Artificial Intelligence (Lecture Notes in Computer Science ), Luc Lamontagne and Mario Marchand (Eds.). Springer, Berlin, Heidelberg, 431--442. https:\/\/doi.org\/10.1007\/11766247_37"},{"key":"e_1_3_2_1_4_1","volume-title":"Fairness in Criminal Justice Risk Assessments: The State of the Art. Sociological Methods & Research","author":"Berk Richard","year":"2017","unstructured":"Richard Berk , Hoda Heidari , Shahin Jabbari , Michael Kearns , and Aaron Roth . 2017. Fairness in Criminal Justice Risk Assessments: The State of the Art. Sociological Methods & Research ( 2017 ), 1--42. https:\/\/doi.org\/10.1177\/0049124118782533 Richard Berk, Hoda Heidari, Shahin Jabbari, Michael Kearns, and Aaron Roth. 2017. Fairness in Criminal Justice Risk Assessments: The State of the Art. Sociological Methods & Research (2017), 1--42. https:\/\/doi.org\/10.1177\/0049124118782533"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-018-0124-x"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISTCS.1997.595153"},{"key":"e_1_3_2_1_7_1","volume-title":"Quantum Amplitude Amplification and Estimation. (May","author":"Brassard Gilles","year":"2000","unstructured":"Gilles Brassard , Peter Hoyer , Michele Mosca , and Alain Tapp . 2000. Quantum Amplitude Amplification and Estimation. (May 2000 ). arXiv:quant-ph\/0005055 Gilles Brassard, Peter Hoyer, Michele Mosca, and Alain Tapp. 2000. Quantum Amplitude Amplification and Estimation. (May 2000). arXiv:quant-ph\/0005055"},{"key":"e_1_3_2_1_8_1","volume-title":"Kobayashi","author":"Burtis Michelle M.","year":"2017","unstructured":"Michelle M. Burtis , Jonah B. Gelbach , and Bruce H . Kobayashi . 2017 . Error Costs, Legal Standards of Proof, and Statistical Significance. Supreme Court Economic Review , Vol. 25 (Jan 2017), 1--57. https:\/\/doi.org\/10.1086\/694607 Michelle M. Burtis, Jonah B. Gelbach, and Bruce H. Kobayashi. 2017. Error Costs, Legal Standards of Proof, and Statistical Significance. Supreme Court Economic Review, Vol. 25 (Jan 2017), 1--57. https:\/\/doi.org\/10.1086\/694607"},{"key":"e_1_3_2_1_9_1","volume-title":"Fairness in Machine Learning: A Survey. (Oct","author":"Caton Simon","year":"2020","unstructured":"Simon Caton and Christian Haas . 2020. Fairness in Machine Learning: A Survey. (Oct . 2020 ). arXiv:cs\/2010.04053 Simon Caton and Christian Haas. 2020. Fairness in Machine Learning: A Survey. (Oct. 2020). arXiv:cs\/2010.04053"},{"key":"e_1_3_2_1_10_1","volume-title":"The Frontiers of Fairness in Machine Learning. (Oct","author":"Chouldechova Alexandra","year":"2018","unstructured":"Alexandra Chouldechova and Aaron Roth . 2018. The Frontiers of Fairness in Machine Learning. (Oct . 2018 ). arXiv:cs\/1810.08810 Alexandra Chouldechova and Aaron Roth. 2018. The Frontiers of Fairness in Machine Learning. (Oct. 2018). arXiv:cs\/1810.08810"},{"key":"e_1_3_2_1_11_1","volume-title":"The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning. (July","author":"Corbett-Davies Sam","year":"2018","unstructured":"Sam Corbett-Davies and Sharad Goel . 2018. The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning. (July 2018 ). arXiv:cs\/1808.00023 Sam Corbett-Davies and Sharad Goel. 2018. The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning. (July 2018). arXiv:cs\/1808.00023"},{"key":"e_1_3_2_1_12_1","volume-title":"Review of Mathematical frameworks for Fairness in Machine Learning. (May","author":"del Barrio Eustasio","year":"2020","unstructured":"Eustasio del Barrio , Paula Gordaliza , and Jean-Michel Loubes . 2020. Review of Mathematical frameworks for Fairness in Machine Learning. (May 2020 ). arXiv:cs\/2005.13755 Eustasio del Barrio, Paula Gordaliza, and Jean-Michel Loubes. 2020. Review of Mathematical frameworks for Fairness in Machine Learning. (May 2020). arXiv:cs\/2005.13755"},{"key":"e_1_3_2_1_13_1","volume-title":"Quantum noise protects quantum classifiers against adversaries. (March","author":"Du Yuxuan","year":"2020","unstructured":"Yuxuan Du , Min-Hsiu Hsieh , Tongliang Liu , Dacheng Tao , and Nana Liu . 2020. Quantum noise protects quantum classifiers against adversaries. (March 2020 ). arXiv:quant-ph\/2003.09416 Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, and Nana Liu. 2020. Quantum noise protects quantum classifiers against adversaries. (March 2020). arXiv:quant-ph\/2003.09416"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090255"},{"key":"e_1_3_2_1_15_1","volume-title":"Quantum Computation by Adiabatic Evolution. (Jan","author":"Farhi Edward","year":"2000","unstructured":"Edward Farhi , Jeffrey Goldstone , Sam Gutmann , and Michael Sipser . 2000. Quantum Computation by Adiabatic Evolution. (Jan 2000 ). arXiv:quant-ph\/0001106 Edward Farhi, Jeffrey Goldstone, Sam Gutmann, and Michael Sipser. 2000. Quantum Computation by Adiabatic Evolution. (Jan 2000). arXiv:quant-ph\/0001106"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/237814.237866"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.79.325"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.80.4329"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287592"},{"key":"e_1_3_2_1_20_1","unstructured":"M.A. Nielsen and I.L. Chuang. 2010. Quantum Computation and Quantum Information: 10th Anniversary Edition. Cambridge University Press.  M.A. Nielsen and I.L. Chuang. 2010. Quantum Computation and Quantum Information: 10th Anniversary Edition. Cambridge University Press."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-019-03781-0"},{"key":"e_1_3_2_1_22_1","unstructured":"Elija Perrier. 2021. Ethical Quantum Computing: A Roadmap. (2021). arXiv:quant-ph\/2102.00759  Elija Perrier. 2021. Ethical Quantum Computing: A Roadmap. (2021). arXiv:quant-ph\/2102.00759"},{"key":"e_1_3_2_1_23_1","volume-title":"Fault-tolerant quantum computation. (Dec","author":"Preskill John","year":"1997","unstructured":"John Preskill . 1997. Fault-tolerant quantum computation. (Dec . 1997 ). arXiv: quant-ph\/9712048 John Preskill. 1997. Fault-tolerant quantum computation. (Dec. 1997). arXiv: quant-ph\/9712048"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10958-008-9275-0"},{"key":"e_1_3_2_1_25_1","volume-title":"Supervised Learning with Quantum Computers","author":"Schuld Maria","unstructured":"Maria Schuld and Francesco Petruccione . 2018. Supervised Learning with Quantum Computers . In Supervised Learning with Quantum Computers , Maria Schuld and Francesco Petruccione (Eds.). Springer International Publishing , Cham , 1--19. https:\/\/doi.org\/10.1007\/978--3--319--96424--9_1 Maria Schuld and Francesco Petruccione. 2018. Supervised Learning with Quantum Computers. In Supervised Learning with Quantum Computers, Maria Schuld and Francesco Petruccione (Eds.). Springer International Publishing, Cham, 1--19. https:\/\/doi.org\/10.1007\/978--3--319--96424--9_1"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220046"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.92.042303"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.5555\/3157382.3157545"},{"key":"e_1_3_2_1_29_1","volume-title":"Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering. (March","author":"Youssry Akram","year":"2020","unstructured":"Akram Youssry , Gerardo A. Paz-Silva , and Christopher Ferrie . 2020. Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering. (March 2020 ). arXiv:quant-ph\/2003.06827 Akram Youssry, Gerardo A. Paz-Silva, and Christopher Ferrie. 2020. Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering. (March 2020). arXiv:quant-ph\/2003.06827"}],"event":{"name":"AIES '21: AAAI\/ACM Conference on AI, Ethics, and Society","location":"Virtual Event USA","acronym":"AIES '21","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","AAAI"]},"container-title":["Proceedings of the 2021 AAAI\/ACM Conference on AI, Ethics, and Society"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3461702.3462611","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3461702.3462611","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:17:06Z","timestamp":1750191426000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3461702.3462611"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,21]]},"references-count":29,"alternative-id":["10.1145\/3461702.3462611","10.1145\/3461702"],"URL":"https:\/\/doi.org\/10.1145\/3461702.3462611","relation":{},"subject":[],"published":{"date-parts":[[2021,7,21]]},"assertion":[{"value":"2021-07-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}