A Generalized Representer Theorem for Hilbert Space - Valued Functions.
Sanket Sanjay DiwaleColin N. JonesPublished in: CoRR (2018)
Keyphrases
- hilbert space
- reproducing kernel hilbert space
- representer theorem
- kernel function
- finite dimensional
- von neumann
- loss function
- kernel methods
- euclidean space
- special case
- learning theory
- input space
- density estimation
- domain adaptation
- real valued
- multivariate time series
- convex sets
- multi task learning
- data dependent
- machine learning
- learning problems
- least squares
- feature space
- support vector machine
- support vector