Flexible Amortized Variational Inference in qBOLD MRI.
Ivor J. A. SimpsonAshley McManamonAlan J. StoneNicholas P. BlockleyAlessandro ColasantiMara CercignaniPublished in: CoRR (2022)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- gaussian process
- topic models
- probabilistic graphical models
- probabilistic model
- mixture model
- closed form
- variational methods
- exact inference
- medical images
- graphical models
- latent dirichlet allocation
- probability distribution
- approximate inference
- exponential family
- factor graphs
- worst case
- image sequences
- probabilistic inference
- information retrieval
- parameter estimation
- markov networks
- text mining