A Probabilistic Oracle Inequality and Quantification of Uncertainty of a modified Discrepancy Principle for Statistical Inverse Problems.
Tim JahnPublished in: CoRR (2022)
Keyphrases
- inverse problems
- uncertain data
- image reconstruction
- global optimization
- convex optimization
- emission tomography
- optimization problems
- optimization methods
- probability theory
- early vision
- smoothness constraint
- multiscale
- objective function
- partial differential equations
- probabilistic model
- evolutionary algorithm
- bayesian networks