When Does Synergy Help Active Feature Acquisition? A PID-Based Study

Jie Li, Maruf A. Dhali, Hjalmar R. Bouma

Active feature acquisition (AFA) sequentially selects informative features under budget constraints. However, existing policies rarely distinguish whether information contributed b…