Convex Batch Mode Active Sampling via α-Relative Pearson Divergence.
Hanmo WangLiang DuPeng ZhouLei ShiYi-Dong ShenPublished in: AAAI (2015)
Keyphrases
- batch mode
- active sampling
- active learning
- selective sampling
- incremental learning
- semi supervised
- learning algorithm
- unlabeled data
- supervised learning
- data sets
- machine learning
- feature selection
- convex hull
- learning to rank
- decision trees
- free form
- multiple instance learning
- random sampling
- training set
- labeled data
- relevance feedback
- learning process
- ranking functions
- computationally expensive
- control policy
- semi supervised learning