Doubly Aggressive Selective Sampling Algorithms for Classification.

Published in: AISTATS (2014)

Keyphrases

selective sampling
active learning
classification algorithm
nearest neighbor classifiers
feature selection
random sampling
pattern classification
benchmark datasets
image classification
worst case
decision trees
data sets
unlabeled data
machine learning algorithms
sliding window
feature vectors
feature extraction