A Multiscale Strategy for Bayesian Inference Using Transport Maps.
Matthew D. ParnoTarek A. El-MoselhyYoussef M. MarzoukPublished in: SIAM/ASA J. Uncertain. Quantification (2016)
Keyphrases
- bayesian inference
- multiscale
- prior information
- probabilistic model
- hyperparameters
- variational bayes
- bayesian model
- image segmentation
- statistical inference
- hierarchical bayesian
- variational inference
- probabilistic modeling
- wavelet transform
- particle filter
- scale space
- markov chain monte carlo
- prior distribution
- bayesian models
- gibbs sampler
- weighted model counting
- inference process
- hidden variables
- image processing
- machine learning