Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation

Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates

Abstract: Node classification in attributed graphs is an important task in multiple practical settings, but it can often be difficult or expensive to obtain labels. Active learning can improve the achieved c...