Kernel interpolation with continuous volume sampling.
Ayoub BelhadjiRémi BardenetPierre ChainaisPublished in: ICML (2020)
Keyphrases
- sparse sampling
- low pass filtering
- cubic convolution
- feature space
- kernel methods
- monte carlo
- band limited
- sampled data
- kernel machines
- support vector
- linear interpolation
- kernel function
- kernel pca
- component analysis
- multiple kernel learning
- interpolation methods
- random sampling
- kernel space
- interpolation algorithm
- sample size
- series expansion
- convolution kernel
- image sequences
- mutual subspace method