Active Learning with Partial Feedback

Peiyun Hu, Zachary C. Lipton, Anima Anandkumar, Deva Ramanan

Abstract: We provide a new perspective on training a machine learning model from scratch in hierarchical label setting, i.e. thinking of it as two-way communication between human and algorithms, and study how we can both measure and improve the efficiency.