Kavli Affiliate: Ke Wang | First 5 Authors: Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu | Summary: Much research has been devoted to the problem of learning fair representations; however, they do not explicitly the relationship between latent representations. In many real-world applications, there may be causal relationships between latent representations. Furthermore, […]
Continue.. Disentangled Representation with Causal Constraints for Counterfactual Fairness