Fairness without the Sensitive Attribute via Causal Variational Autoencoder.

Vincent Grari Sylvain Lamprier Marcin Detyniecki

Published in: IJCAI (2022)

Keyphrases

sensitive attributes
data publishing
privacy preservation
privacy preserving data publishing
sensitive information
bayesian networks
private information
classification rules
fuzzy rules
sensitive data
data sets
attribute values
privacy preserving
fuzzy logic
high dimensional
genetic algorithm
neural network