Mehran Khodabandeh

Distribution Aware Active Learning

2018 · arXiv (Cornell University)

Discriminative learning machines often need a large set of labeled samples for training. Active learning (AL) settings assume that the learner has the freedom to ask an oracle to label its desired samples. Traditional AL …