Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian Inverse Problems.
Shiwei LanTan Bui-ThanhMike ChristieMark A. GirolamiPublished in: J. Comput. Phys. (2016)
Keyphrases
- monte carlo methods
- inverse problems
- monte carlo
- image reconstruction
- global optimization
- bayesian networks
- lower dimensional
- convex optimization
- optimization methods
- parameter space
- simulated annealing
- optimization problems
- order tensor
- early vision
- low dimensional
- smoothness constraint
- neural network
- partial differential equations
- medical images
- dimensionality reduction
- high dimensional
- particle filter
- mutual information
- evolutionary algorithm
- multiscale
- genetic algorithm