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Conformalized Safe Feasible Sets in Uncertain Decision Systems

Bao, Yajie et al.
arXiv (All) · Papers
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methodology
Safety-critical decision systems often require a downstream optimizer to choose from an unknown feasible set determined by an unobserved label $Y$. Given a context $X$, the goal is to construct a safe subset $D(X)$ contained in the oracle feasible set $A(X,Y)$ with probability at least $1-α$. Existi
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