Sequential Estimation of Gaussian Process-based Deep State-Space Models.
Yuhao LiuMarzieh AjirakPetar M. DjuricPublished in: CoRR (2023)
Keyphrases
- gaussian process
- gaussian processes
- state space
- model selection
- bayesian framework
- covariance function
- gaussian process models
- probabilistic model
- parameter estimation
- semi supervised
- dynamical models
- data sets
- approximate inference
- dynamical systems
- gaussian process classification
- human pose estimation
- autoregressive
- hyperparameters
- topic models
- generative model
- probability distribution
- prior knowledge
- similarity measure
- decision trees