Online parameter inference for the simulation of a Bunsen flame using heteroscedastic Bayesian neural network ensembles.
Maximilian L. CrociUshnish SenguptaMatthew P. JuniperPublished in: CoRR (2021)
Keyphrases
- neural network ensembles
- bayesian inference
- bayesian networks
- online learning
- probabilistic inference
- bayesian model selection
- linear model
- real time
- simulation model
- parameter space
- posterior probability
- mathematical model
- bayesian models
- stochastic simulation
- em algorithm
- maximum likelihood
- bayesian model
- bayesian estimation
- bayesian analysis
- belief nets
- knowledge base
- feature selection