Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition

Michael Valancius, Max Lennon, Junier Oliva

We develop novel methodology for active feature acquisition (AFA), the study of how to sequentially acquire a dynamic (on a per instance basis) subset of features that minimizes ac…