Disentangled Representation with Causal Constraints for Counterfactual Fairness.

Ziqi Xu Jixue Liu Debo Cheng Jiuyong Li Lin Liu Ke Wang

Published in: PAKDD (1) (2023)

Keyphrases

causal reasoning
global constraints
data sets
bayesian networks
constraint satisfaction
feature representation
database
knowledge representation
linear programming
image representation
game theory
constraint programming
constrained optimization
symbolic representation
representation scheme
causal independence