Enabling Hyper-Differential Sensitivity Analysis for Ill-Posed Inverse Problems.
Joseph L. HartBart G. van Bloemen WaandersPublished in: SIAM J. Sci. Comput. (2023)
Keyphrases
- inverse problems
- sensitivity analysis
- image reconstruction
- global optimization
- convex optimization
- managerial insights
- optimization methods
- optimization problems
- regularization methods
- early vision
- emission tomography
- regularization method
- variational inequalities
- partial differential equations
- smoothness constraint
- decision variables
- parameter space
- pairwise
- image restoration problems
- cost function
- special case