Active Covering

                     Heinrich Jiang 1 Afshin Rostamizadeh 1

             Abstract                didates as possible, as running trials on each candidate can
    We analyze the problem of active covering, where      be costly (Ou-Yang et al., 2012). In bank loan applications,
    the learner is given an unlabeled dataset and can     a label query means granting the loan to an applicant (as the
    sequentially label query examples. The objective      only way to know if the app ...