Nonstationary multi-output Gaussian processes via harmonizable spectral mixtures.
Matías AltamiranoFelipe A. TobarPublished in: AISTATS (2022)
Keyphrases
- non stationary
- gaussian processes
- covariance function
- blind source separation
- gaussian process
- gaussian process regression
- multi task learning
- human pose estimation
- multi task
- autoregressive
- gaussian process models
- random fields
- state space
- hyperparameters
- hyperspectral
- regression model
- fourier analysis
- preference learning
- probabilistic model