Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning

Dayou Yu, Weishi Shi, Qi Yu

Abstract: We propose to approach active learning (AL) from a novel perspective of discovering and then ranking potential support vectors by leveraging the key properties of the dual space of a sparse kernel ...