Efficient Algorithms for Bayesian Inverse Problems with Whittle-Matérn Priors.
Harbir AntilArvind K. SaibabaPublished in: SIAM J. Sci. Comput. (2024)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- prior probabilities
- optimization methods
- optimization problems
- partial differential equations
- early vision
- emission tomography
- maximum a posteriori
- bayesian framework
- bayesian networks
- smoothness constraint
- parameter space
- computational complexity
- computer vision