Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing.

Jiayin Jin Zeru Zhang Yang Zhou Lingfei Wu

Published in: CoRR (2022)

Keyphrases

input parameters
gaussian filter
scale parameter
maximum likelihood
game theory
parameter space
group members
nonlinear functions
data sets
learning algorithm
parameter values
zero crossing
smoothing algorithm
smoothing parameter
gaussian white noise