High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model.
Jwala DhamalaSandesh GhimireJohn L. SappB. Milan HorácekLinwei WangPublished in: MICCAI (2) (2018)
Keyphrases
- generative model
- high dimensional
- posterior probability
- sparse coding
- probabilistic model
- prior distribution
- markov chain monte carlo
- bayesian framework
- mixture model
- prior knowledge
- em algorithm
- fully bayesian
- latent dirichlet allocation
- expectation maximization
- bayesian inference
- e learning
- posterior distribution
- generative and discriminative models
- topic models
- maximum likelihood
- low dimensional
- learned models
- discriminative learning
- computer vision
- learning process
- feature space
- bayesian networks
- latent space
- discriminative models
- fisher kernel