Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction.
Jeffrey WenRizwan AhmadPhilip SchniterPublished in: CoRR (2024)
Keyphrases
- inverse problems
- conformal prediction
- image reconstruction
- global optimization
- convex optimization
- optimization problems
- optimization methods
- early vision
- confidence levels
- ridge regression
- partial differential equations
- parameter space
- neural network
- smoothness constraint
- computationally expensive
- objective function
- multiscale
- decision trees
- feature selection