Mean Parity Fair Regression in RKHS.
Shaokui WeiJiayin LiuBing LiHongyuan ZhaPublished in: AISTATS (2023)
Keyphrases
- reproducing kernel hilbert space
- loss function
- kernel methods
- regression model
- reproducing kernel
- learning theory
- domain adaptation
- data dependent
- model selection
- kernel function
- error correction
- euclidean space
- linear regression
- learning problems
- special case
- density estimation
- gaussian process
- distance measure
- random projections
- regression algorithm
- learning algorithm
- support vector regression
- linear model
- regression function
- real valued
- regression problems
- simple linear
- decision trees