Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization.

Bhanu Jain Manfred Huber Ramez Elmasri

Published in: CoRR (2021)

Keyphrases

loss function
regularization term
risk minimization
reproducing kernel hilbert space
hinge loss
stochastic gradient descent
solution path
convex loss functions
pairwise
gradient boosting
learning to rank
support vector
bregman divergences
empirical risk
parameter selection