Sobolev Norm Learning Rates for Conditional Mean Embeddings.
Prem TalwaiAli ShameliDavid Simchi-LeviPublished in: CoRR (2021)
Keyphrases
- learning rate
- hilbert space
- von neumann
- convergence rate
- finite dimensional
- learning algorithm
- gaussian kernels
- kernel function
- euclidean space
- error function
- convergence speed
- covering numbers
- reproducing kernel hilbert space
- uniform convergence
- convex sets
- vector space
- kernel principal component analysis
- learning theory
- input space
- kernel methods
- distance measure
- evolutionary algorithm