Mean Parity Fair Regression in RKHS.

Shaokui Wei Jiayin Liu Bing Li Hongyuan Zha

Published in: CoRR (2023)

Keyphrases

reproducing kernel hilbert space
kernel methods
regression model
loss function
domain adaptation
special case
euclidean space
learning problems

learning theory
density estimation
gaussian process
kernel function
error correction
real valued
input space
linear regression

reproducing kernel
data dependent
model selection
metric learning
linear model
random projections
decision trees

support vector regression
maximum likelihood
distance measure
feature space
regression problems
locally weighted
data sets