Mean Parity Fair Regression in RKHS.
Shaokui WeiJiayin LiuBing LiHongyuan ZhaPublished 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