An adaptive importance sampling algorithm for Bayesian inversion with multimodal distributions.
Weixuan LiGuang LinPublished in: J. Comput. Phys. (2015)
Keyphrases
- sampling algorithm
- dirichlet process
- markov chain monte carlo
- random sampling
- probability distribution
- posterior distribution
- maximum likelihood
- image reconstruction
- chinese restaurant process
- gaussian processes
- random variables
- posterior probability
- bayesian inference
- bayesian networks
- machine learning
- gaussian distribution
- multi view
- active learning
- mixture model
- parameter estimation
- generative model
- super resolution
- graphical models
- visual hull
- reservoir sampling
- three dimensional