Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints: Reformulation and Theory.
Juan Carlos de los ReyesPublished in: SIAM J. Imaging Sci. (2023)
Keyphrases
- learning problems
- statistical learning theory
- learning tasks
- machine learning algorithms
- learning algorithm
- kernel methods
- supervised learning
- semi supervised learning
- sample complexity
- machine learning
- image processing
- reinforcement learning
- pac learning
- computational learning theory
- multi task learning
- kernel based learning
- theoretical framework
- multiple kernel learning
- bilevel programming
- multi task
- linear programming
- lower level
- semi supervised
- active learning
- data mining
- convex optimization problems
- structured sparsity
- data sets