Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings

Henrik von Kleist, Alireza Zamanian, Ilya Shpitser +1

Machine learning methods often assume that input features are available at no cost. However, in domains like healthcare, where acquiring features could be expensive or harmful, it…