Probabilistic Conflict Detection Using Heteroscedastic Gaussian Process and Bayesian Optimization.
Duc-Thinh PhamYash GuleriaSameer AlamVu N. DuongPublished in: IEEE Access (2023)
Keyphrases
- gaussian process
- gaussian processes
- conflict detection
- posterior probability
- bayesian framework
- marginal likelihood
- gaussian process regression
- bayesian networks
- gaussian process classification
- approximate inference
- model selection
- fully bayesian
- regression model
- latent variables
- expectation propagation
- hyperparameters
- covariance function
- probabilistic model
- semi supervised
- gaussian process models
- generative model
- sparse approximations
- posterior distribution
- bayesian methods
- bayesian inference
- gaussian distribution
- co occurrence
- maximum likelihood
- learning algorithm