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Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking


Feb 16, 2023
Zichong Wang, Yang Zhou, Meikang Qiu, Israat Haque, Laura Brown, Yi He, Jianwu Wang, David Lo, Wenbin Zhang

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Preventing Discriminatory Decision-making in Evolving Data Streams


Feb 16, 2023
Zichong Wang, Nripsuta Saxena, Tongjia Yu, Sneha Karki, Tyler Zetty, Israat Haque, Shan Zhou, Dukka Kc, Ian Stockwell, Albert Bifet, Wenbin Zhang

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Individual Fairness Guarantee in Learning with Censorship


Feb 16, 2023
Wenbin Zhang, Juyong Kim, Zichong Wang, Pradeep Ravikumar, Jeremy Weiss

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