Dynamic Batch Mode Active Learning via L1 Regularization

Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan

Abstract: We propose a method for dynamic batch mode active learning where the batch size and selection criteria are integrated into a single formulation.