Kaito Fujii

Budgeted stream-based active learning via adaptive submodular maximization

2016 · Neural Information Processing Systems

Active learning enables us to reduce the annotation cost by adaptively selecting unlabeled instances to be labeled. For pool-based active learning, several effective methods with theoretical guarantees have been developed through maximizing some utility function …