Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview.
Alexander AurasKanchana Vaishnavi GandikotaHannah DrögeMichael MoellerPublished in: CoRR (2024)
Keyphrases
- machine learning approaches
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- machine learning methods
- machine learning
- machine learning algorithms
- optimization methods
- regularization methods
- partial differential equations
- data mining methods
- image segmentation
- early vision
- computationally expensive
- optimization problems
- higher order
- smoothness constraint
- multiscale