Distributed Tikhonov regularization for ill-posed inverse problems from a Bayesian perspective.
Daniela CalvettiErkki SomersaloPublished in: CoRR (2024)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- optimization methods
- tikhonov regularization
- optimization problems
- partial differential equations
- early vision
- maximum likelihood
- image restoration
- particle swarm optimization
- cross validation
- parameter space
- pairwise
- computational complexity
- smoothness constraint
- bayesian networks
- machine learning