Inferring epidemic dynamics using Gaussian process emulation of agent-based simulations.
Abdulrahman A. AhmedM. Amin RahimianMark S. RobertsPublished in: CoRR (2023)
Keyphrases
- agent based simulations
- gaussian process
- gaussian processes
- regression model
- multi agent
- gaussian process regression
- model selection
- dynamical model
- approximate inference
- gaussian process classification
- hyperparameters
- semi supervised
- bayesian framework
- latent variables
- covariance function
- dynamical models
- gaussian process models
- expectation propagation
- image segmentation
- sparse approximations
- bayesian inference
- sparse representation
- non stationary
- em algorithm
- training data