Nonparametric Bayesian inference for reversible multi-dimensional diffusions.
Matteo GiordanoKolyan RayPublished in: CoRR (2020)
Keyphrases
- bayesian inference
- multi dimensional
- hierarchical bayesian
- statistical inference
- probabilistic model
- prior information
- variational inference
- markov chain
- hyperparameters
- bayesian model
- anisotropic diffusion
- probabilistic modeling
- prior distribution
- diffusion processes
- variational bayes
- vector valued
- gibbs sampler
- hidden variables
- high dimensional
- particle filter
- graphical models
- data sets
- weighted model counting
- bayesian models
- belief propagation
- dynamic programming
- search algorithm