Importance Weighted Active Learning

Alina Beygelzimer Sanjoy Dasgupta John Langford

Published in: CoRR (2008)

Keyphrases

active learning
learning strategies
training set
semi supervised
online learning
random sampling
relative importance
selective sampling
pool based active learning
machine learning
databases
information retrieval
supervised learning
cost sensitive
sample selection