Convex Batch Mode Active Sampling via α-Relative Pearson Divergence.

Hanmo Wang Liang Du Peng Zhou Lei Shi Yi-Dong Shen

Published 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