Computer Science and Engineering Department, University of California, Santa Cruz; Computer Science and Engineering Department, University of California, Santa Cruz; ByteDance Research; Department of Philosophy, Carnegie Mellon University; Machine Learning Department, Mohamed bin Zayed University of Artificial Intelligence; Department of Philosophy, Carnegie Mellon University
Zeyu Tang, Jialu Wang, Yang Liu, Peter Spirtes, Kun Zhang
Procedural Fairness;Decouple Objectionable Component;Reference Point;Causal Fairness;Data Generating Process;Bias Mitigation
Procedural Fairness Through Decoupling Objectionable Data Generating Components