Sparse Gaussian Processes via Parametric Families of Compactly-supported Kernels.
Jarred BarberPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- compactly supported
- covariance function
- vector valued
- gaussian process
- tensor product
- multiresolution analysis
- gaussian process regression
- radial basis function
- wavelet packet
- wavelet filters
- wavelet bases
- non stationary
- reproducing kernel hilbert space
- wavelet transform
- multiresolution
- hyperparameters
- basis functions
- artificial neural networks
- support vector
- multiscale
- machine learning
- model selection
- scale space
- image compression
- probabilistic model