Mixed Discrete-Continuous Bayesian Inference: Censored Measurements of Sparse Signals.
Florian XaverPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- bayesian inference
- discrete space
- probabilistic model
- continuous domains
- prior information
- continuous action
- continuous variables
- hyperparameters
- discrete data
- signal reconstruction
- continuous data
- bayesian model
- signal processing
- variational bayes
- variational inference
- hidden variables
- gibbs sampler
- hierarchical bayesian
- continuous functions
- statistical inference
- markov chain monte carlo
- particle filter
- markov networks
- sparse representation
- graphical models
- prior distribution
- bayesian networks
- support vector