Approximate state-space Gaussian processes via spectral transformation.
Toni KarvonenSimo SärkkäPublished in: MLSP (2016)
Keyphrases
- gaussian processes
- state space
- gaussian process
- gaussian process regression
- reinforcement learning
- multi task learning
- preference learning
- dynamic programming
- covariance function
- gaussian process models
- particle filter
- multi task
- expectation propagation
- hyperparameters
- learning algorithm
- hyperspectral
- em algorithm
- human pose estimation
- higher order
- support vector machine