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