f475bdd151d8b5fa01215aeda925e75c-Paper-Conference.pdf

Neural Information Processing Systems 

Weconsider the pool-based activelearning problem, where only asubset ofthe training data is labeled, and the goal is to query a batch of unlabeled samples to be labeled so as to maximally improve model performance.