Efficient algorithms for Bayesian Inverse Problems with Whittle-Matérn Priors.
Harbir AntilArvind K. SaibabaPublished in: CoRR (2022)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- optimization problems
- optimization methods
- prior probabilities
- emission tomography
- early vision
- computationally expensive
- partial differential equations
- maximum a posteriori
- bayesian framework
- multiresolution
- bayesian networks
- total variation
- neural network
- evolutionary algorithm