Detection and Mitigation of Algorithmic Bias via Predictive Parity

Author:

DiCiccio Cyrus1ORCID,Hsu Brian2ORCID,Yu Yinyin2ORCID,Nandy Preetam3ORCID,Basu Kinjal2ORCID

Affiliation:

1. Independent, USA

2. LinkedIn, USA

3. LinkedIn, Switzerland

Publisher

ACM

Reference46 articles.

1. Deepak Agarwal , Kinjal Basu , Souvik Ghosh , Ying Xuan , Yang Yang , and Liang Zhang . 2018. Online Parameter Selection for Web-based Ranking Problems . In KDD (London, United Kingdom) . ACM , New York, NY, USA , 23–32. Deepak Agarwal, Kinjal Basu, Souvik Ghosh, Ying Xuan, Yang Yang, and Liang Zhang. 2018. Online Parameter Selection for Web-based Ranking Problems. In KDD (London, United Kingdom). ACM, New York, NY, USA, 23–32.

2. Deepak Agarwal , Bee-Chung Chen , Rupesh Gupta , Joshua Hartman , Qi He , Anand Iyer , Sumanth Kolar , Yiming Ma , Pannagadatta Shivaswamy , Ajit Singh , and Liang Zhang . 2014. Activity Ranking in LinkedIn Feed(KDD ’14) . Association for Computing Machinery , New York, NY, USA , 1603–1612. Deepak Agarwal, Bee-Chung Chen, Rupesh Gupta, Joshua Hartman, Qi He, Anand Iyer, Sumanth Kolar, Yiming Ma, Pannagadatta Shivaswamy, Ajit Singh, and Liang Zhang. 2014. Activity Ranking in LinkedIn Feed(KDD ’14). Association for Computing Machinery, New York, NY, USA, 1603–1612.

3. Fairness in Machine Learning for Healthcare

4. An Alternative Test of Racial Prejudice in Motor Vehicle Searches: Theory and Evidence;Anwar Shamena;American Economic Review,2006

5. Shamena Anwar and Hanming Fang . 2011. Testing for the Role of Prejudice in Emergency Departments Using Bounceback Rates. Working Paper 16888 . National Bureau of Economic Research . https://doi.org/10.3386/w16888 10.3386/w16888 Shamena Anwar and Hanming Fang. 2011. Testing for the Role of Prejudice in Emergency Departments Using Bounceback Rates. Working Paper 16888. National Bureau of Economic Research. https://doi.org/10.3386/w16888

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