One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning

Ning Zhu, Xiaochuan Ma, Juntao Xu +4

Cold-Start Active Learning (CSAL) aims to select a valuable subset from an unlabeled pool without any prior knowledge or human assistance. Existing methods take diverse routes base…