Rigorous Dynamics of Expectation-Propagation-Based Signal Recovery from Unitarily Invariant Measurements.
Keigo TakeuchiPublished in: CoRR (2017)
Keyphrases
- signal recovery
- expectation propagation
- bayesian inference
- gaussian process
- approximate inference
- density estimation
- variational bayes
- bayesian methods
- latent variables
- marginal likelihood
- graphical models
- posterior distribution
- probability distribution
- belief propagation
- image sequences
- multiscale
- dynamic bayesian networks
- pairwise
- prior knowledge
- probabilistic model
- probabilistic inference
- image segmentation
- least squares