Fairness through Causal Awareness: Learning Causal Latent-Variable Models for Biased Data.

David Madras Elliot Creager Toniann Pitassi Richard S. Zemel

Published in: FAT (2019)

Keyphrases

latent variable models
prior knowledge
data sets
latent variables
data analysis
learning algorithm
hidden variables
knowledge discovery
data points
probability distribution
active learning
random variables
original data
bayesian networks
real valued
training data
face recognition