Machine Learning Department, Mohamed bin Zayed University of Artificial Intelligence; Computer Science and Engineering Department, University of California, Santa Cruz; Department of Philosophy, Carnegie Mellon University
Zeyu Tang, Yatong Chen, Yang Liu, Kun Zhang
Algorithmic Fairness;Causality;Dynamic Modeling;Long-term Fairness
Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors