Yuanhe Tian

ALIVE: Warnings Before Exclusion in Budgeted Multi-Source Learning

Xiyang Zhang, Hongzhi Wang, Yuanhe Tian

A routing decision can be revised at the next transaction, but a latched source exclusion persists across later decisions. We ask what evidence should authorize these unequal-persistence actions when finite-population auditing and learning share a budget. ALIVE (Action-Layered In…Read more