Asymptotic Analysis of Objectives based on Fisher Information in Active Learning

Jamshid Sourati, Murat Akcakaya, Todd K. Leen +2

Obtaining labels can be costly and time-consuming. Active learning allows a learning algorithm to intelligently query samples to be labeled for efficient learning. Fisher informati…