Bounds on the minimax rate for estimating a prior over a VC class from independent learning tasks.
Liu YangSteve HannekeJaime G. CarbonellPublished in: Theor. Comput. Sci. (2018)
Keyphrases
- learning tasks
- learning machines
- hypothesis space
- learning problems
- machine learning
- learning algorithm
- supervised learning
- multi task
- transfer learning
- worst case
- multi task learning
- learning experience
- multi label
- lower bound
- machine learning algorithms
- upper bound
- vc dimension
- kernel methods
- metric learning
- neural network
- multitask learning
- class labels
- text categorization
- text classification
- classification accuracy
- data mining