Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote.
Michael Riis AndersenSofie Therese HansenLars Kai HansenPublished in: MLSP (2013)
Keyphrases
- learning algorithm
- closed form
- learning process
- prior knowledge
- image segmentation
- linear systems
- online learning
- inverse problems in image processing
- learning systems
- knowledge acquisition
- supervised learning
- reinforcement learning
- denoising
- probabilistic model
- inductive inference
- bayesian networks
- machine learning