Deep state-space Gaussian processes.
Zheng ZhaoMuhammad F. EmzirSimo SärkkäPublished in: Stat. Comput. (2021)
Keyphrases
- gaussian processes
- state space
- gaussian process
- gaussian process regression
- dynamic programming
- covariance function
- reinforcement learning
- ordinal regression
- multitask learning
- multi task learning
- preference learning
- gaussian process models
- particle filter
- relevance vector machine
- human pose estimation
- multi task
- hyperparameters
- closed form
- upper bound
- prior knowledge
- high dimensional
- pairwise