Hyper-differential sensitivity analysis for nonlinear Bayesian inverse problems.
Isaac SunseriAlen AlexanderianJoseph L. HartBart G. van Bloemen WaandersPublished in: CoRR (2022)
Keyphrases
- sensitivity analysis
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- managerial insights
- variational inequalities
- optimization problems
- optimization methods
- early vision
- partial differential equations
- bayesian networks
- smoothness constraint
- computationally expensive
- image enhancement
- high dimensional
- multiscale