Numerical performance of optimized Frolov lattices in tensor product reproducing kernel Sobolev spaces.
Christopher KacwinJens OettershagenMario UllrichTino UllrichPublished in: CoRR (2018)
Keyphrases
- tensor product
- hilbert space
- reproducing kernel hilbert space
- b spline
- finite dimensional
- von neumann
- infinite dimensional
- kernel methods
- euclidean space
- loss function
- density estimation
- learning theory
- multivariate time series
- scale spaces
- convex sets
- special case
- domain adaptation
- real valued
- kernel matrix
- gaussian process
- machine learning
- data dependent
- scale space
- distance measure
- least squares
- input space
- pairwise
- reinforcement learning