Fast Kernel Approximations for Latent Force Models and Convolved Multiple-Output Gaussian processes.
Cristian GuarnizoMauricio A. ÁlvarezPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- covariance function
- gaussian process
- human pose estimation
- gaussian process models
- gaussian process regression
- multiple output
- non stationary
- multiple input
- latent space
- graph kernels
- probabilistic model
- relevance vector machine
- hyperparameters
- multi task learning
- multi task
- model selection
- np hard
- active learning
- prior knowledge
- search space