Kernel interpolation with continuous volume sampling.
Ayoub BelhadjiRémi BardenetPierre ChainaisPublished in: CoRR (2020)
Keyphrases
- sparse sampling
- low pass filtering
- kernel function
- cubic convolution
- sample size
- kernel methods
- sampled data
- linear interpolation
- random sampling
- sampling strategy
- image interpolation
- reproducing kernel hilbert space
- kernel space
- band limited
- sampling methods
- support vector
- continuous domains
- data sets
- kernel matrix
- euclidean space
- similarity function
- monte carlo
- convolution kernel
- feature selection
- neural network