Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks.
Liu YangSteve HannekeJaime G. CarbonellPublished in: ALT (2015)
Keyphrases
- learning tasks
- learning machines
- hypothesis space
- learning problems
- learning algorithm
- machine learning
- transfer learning
- multitask learning
- learning experience
- multi task
- multi task learning
- supervised learning
- vc dimension
- worst case
- upper bound
- kernel methods
- metric learning
- prior knowledge
- machine learning algorithms
- multi label
- class labels
- knowledge discovery
- lower bound