Multi-task signal recovery by higher level hyper-parameter sharing.
Sakinah Ali PitchayAta KabánPublished in: ICPR (2012)
Keyphrases
- multi task
- signal recovery
- hyperparameters
- learning tasks
- model selection
- cross validation
- bayesian inference
- support vector
- multi class
- prior information
- closed form
- random sampling
- learning problems
- feature selection
- transfer learning
- gaussian process
- sample size
- em algorithm
- bayesian framework
- incremental learning
- noise level
- maximum likelihood
- maximum a posteriori
- machine learning
- multiple kernel learning
- reinforcement learning
- pairwise
- high dimensional
- supervised learning
- super resolution
- missing values