Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference.
Giovanni CharlesTimothy M. WolockPeter WinskillAzra C. GhaniSamir BhattSeth FlaxmanPublished in: CoRR (2022)
Keyphrases
- bayesian inference
- probabilistic model
- statistical inference
- variational inference
- gibbs sampler
- hidden variables
- markov chain monte carlo
- prior information
- hyperparameters
- data sets
- bayesian model
- prior distribution
- probabilistic modeling
- bayesian models
- conditional probabilities
- latent variables
- neural network model
- bayesian networks