Sample Complexity of Total Variation Minimization.
Sajad DaeiFarzan HaddadiArash AminiPublished in: IEEE Signal Process. Lett. (2018)
Keyphrases
- sample complexity
- total variation minimization
- theoretical analysis
- upper bound
- pac learning
- total variation
- special case
- learning algorithm
- learning problems
- color image restoration
- lower bound
- noisy images
- active learning
- generalization error
- supervised learning
- training examples
- sample size
- denoising
- cross validation
- irrelevant features
- reinforcement learning
- image processing