Bayesian Inference for Spatio-temporal Spike-and-Slab Priors.
Michael Riis AndersenAki VehtariOle WintherLars Kai HansenPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- bayesian inference
- spatio temporal
- prior information
- prior distribution
- bayesian models
- probabilistic model
- hyperparameters
- bayesian model
- gibbs sampler
- moving objects
- variational inference
- image derivatives
- statistical inference
- prior knowledge
- bayesian framework
- image sequences
- hidden variables
- variational bayes
- particle filter
- prior probabilities
- hierarchical bayesian
- data sets
- weighted model counting
- expectation propagation
- variational approximation
- markov chain monte carlo
- maximum a posteriori