Rényi Entropy Bounds on the Active Learning Cost-Performance Tradeoff

no code implementations • 5 Feb 2020 • Vahid Jamali, Antonia Tulino, Jaime Llorca, Elza Erkip

Semi-supervised classification, one of the most prominent fields in machine learning, studies how to combine the statistical knowledge of the often abundant unlabeled data with the often limited labeled data in order to maximize overall classification accuracy.

Active Learning Classification +1