Why Pay More When You Can Pay Less: A Joint Learning Framework for Active Feature Acquisition and Classification

Hajin Shim, Sung Ju Hwang, Eunho Yang

We consider the problem of active feature acquisition, where we sequentially select the subset of features in order to achieve the maximum prediction performance in the most cost-e…