Fast Gaussian Process Predictions on Large Geospatial Fields with Prediction-Point Dependent Basis Functions.
Frida Marie VisetRudy HelmonsManon KokPublished in: CoRR (2022)
Keyphrases
- basis functions
- gaussian process
- gaussian process models
- linear combination
- gaussian processes
- gaussian process regression
- regression model
- bayesian framework
- model selection
- latent variables
- hyperparameters
- semi supervised
- approximate inference
- state space
- expectation propagation
- set of basis functions
- random sampling
- computer vision
- spherical harmonics
- probabilistic model
- support vector
- machine learning