On the Sampling Problem for Kernel Quadrature.
François-Xavier BriolChris J. OatesJon CockayneWilson Ye ChenMark A. GirolamiPublished in: ICML (2017)
Keyphrases
- monte carlo
- random sampling
- feature space
- sampling algorithm
- sample size
- kernel methods
- component analysis
- parameter space
- support vector
- kernel density estimator
- band limited
- rotation invariant
- similarity function
- fourier transform
- kernel function
- loss function
- signal processing
- sampling rate
- kernel regression
- active learning
- sparse kernel
- neural network
- mutual subspace method