Optimal experimental design under irreducible uncertainty for inverse problems governed by PDEs.
Karina KovalAlen AlexanderianGeorg StadlerPublished in: CoRR (2019)
Keyphrases
- experimental design
- inverse problems
- partial differential equations
- image reconstruction
- global optimization
- active learning
- empirical studies
- optimal solution
- convex optimization
- optimization problems
- sample size
- optimization methods
- worst case
- natural images
- level set
- high dimensionality
- feature selection
- evolutionary algorithm
- pairwise
- lower bound
- computational complexity
- video sequences
- image processing