Selective Transfer Between Learning Tasks Using Task-Based Boosting.
Eric EatonMarie desJardinsPublished in: AAAI (2011)
Keyphrases
- learning tasks
- transfer learning
- knowledge transfer
- learning algorithm
- machine learning
- learning problems
- base learners
- meta learning
- previously learned
- supervised learning
- machine learning algorithms
- multi task learning
- multi task
- metric learning
- active learning
- boosting algorithms
- multitask learning
- feature selection
- labeled data
- learning experience
- ensemble methods
- hypothesis space
- reinforcement learning
- text categorization
- collaborative filtering
- kernel methods
- semi supervised learning
- ensemble learning
- pairwise
- data sets
- multi label
- weak classifiers
- base classifiers
- text mining
- high dimensional
- training data
- data mining