Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces.
Yi YangTeng ZhangHui ZouPublished in: Technometrics (2018)
Keyphrases
- reproducing kernel hilbert space
- loss function
- kernel methods
- learning theory
- special case
- euclidean space
- kernel function
- reproducing kernel
- density estimation
- data dependent
- gaussian kernels
- gaussian process
- real valued
- input space
- uniform convergence
- distance measure
- learning problems
- domain adaptation
- representer theorem
- regression model
- model selection
- kernel matrix
- support vector machine
- covering numbers
- feature selection
- similarity search
- linear model
- knn
- pairwise