Generalized parallel tempering on Bayesian inverse problems.
Jonas LatzJuan P. Madrigal-CianciFabio NobileRaúl TemponePublished in: Stat. Comput. (2021)
Keyphrases
- inverse problems
- bayesian inference
- markov chain monte carlo
- image reconstruction
- global optimization
- convex optimization
- probabilistic model
- prior information
- optimization problems
- optimization methods
- hyperparameters
- restricted boltzmann machine
- posterior distribution
- early vision
- generative model
- partial differential equations
- particle filter
- posterior probability
- pairwise
- multiscale
- computationally expensive
- markov chain
- higher order
- least squares
- smoothness constraint
- image processing
- neural network