cs.LG

Topology-Aware Active Learning on Graphs

arXiv:2510.25892v2 Announce Type: replace
Abstract: We propose a graph-topological approach to active learning that directly targets the core challenge of exploration versus exploitation under scarce label budgets. To guide exploration, we introduce a…