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 ...


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