Conformal Risk Sharing combines an interpretable sharing policy tuned on training data with split conformal calibration on held-out data to produce certified obligation caps and bounded aggregate harm without distributional assumptions.
Post- selection inference for conformal prediction: Trading off coverage for precision.arXiv preprint arXiv:2304.06158,
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Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees
Conformal Risk Sharing combines an interpretable sharing policy tuned on training data with split conformal calibration on held-out data to produce certified obligation caps and bounded aggregate harm without distributional assumptions.