Training individually fair ML models with sensitive subspace robustness.

Mikhail Yurochkin Amanda Bower Yuekai Sun

Published in: ICLR (2020)

Keyphrases

neural network
maximum likelihood
structured prediction
statistical models
data sets
feature space
prior knowledge
probabilistic model
complex systems
process model
information systems
case study
training set
classification models
parametric models