Consistency of Gaussian Process Regression in Metric Spaces.
Peter KoepernikFlorian PfaffPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- gaussian process regression
- metric space
- similarity search
- gaussian processes
- distance function
- gaussian process
- similarity queries
- searching in metric spaces
- probability measures
- access methods
- high dimensional
- vector space
- range queries
- multidimensional index
- point sets
- machine learning
- pairwise
- regression model
- distance measure
- nearest neighbor
- query processing
- partially ordered sets
- feature space
- image processing