Gaussian copula function-on-scalar regression in reproducing kernel Hilbert space.
Haihan XieLinglong KongPublished in: J. Multivar. Anal. (2023)
Keyphrases
- reproducing kernel hilbert space
- vector valued
- loss function
- kernel methods
- learning theory
- special case
- domain adaptation
- density estimation
- real valued
- kernel function
- euclidean space
- distance measure
- gaussian process
- data dependent
- input space
- learning problems
- linear model
- machine learning
- semi parametric
- maximum likelihood
- metric learning
- regression model
- feature vectors
- pairwise
- computational complexity