Decision-Making Under Selective Labels:
               Optimal Finite-Domain Policies and Beyond

                              Dennis Wei 1

              Abstract                to observe it if bail is denied. In hiring, a candidate’s job
    Selective labels are a common feature of high-       performance is observed only if they are hired.
    stakes decision-making applications, referring to      The prevalence and challenges of selective labels were re-
    the lack of observed outcomes u ...