Computational Strategies to Increase Efficiency of Gaussian-Process-Driven Autonomous Experiments.
Marcus Michael NoackPetrus H. ZwartPublished in: XLOOP@SC (2019)
Keyphrases
- gaussian process
- gaussian processes
- approximate inference
- gaussian process regression
- gaussian process classification
- latent variables
- regression model
- bayesian framework
- model selection
- semi supervised
- covariance function
- hyperparameters
- expectation propagation
- gaussian process models
- dynamical model
- search space
- pairwise
- marginal likelihood
- sparse approximations
- markov random field
- co occurrence
- training data