Information Templates: A New Paradigm for Intelligent Active Feature Acquisition

Hung-Tien Huang, Dzung Dinh, Junier B. Oliva

Active feature acquisition (AFA) is an instance-adaptive paradigm in which, at inference time, a policy sequentially chooses which features to acquire (at a cost) before predicting…