AI RESEARCH
Set-Preserving Calibration from Conformal P-Values to E-Values
arXiv CS.LG
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ArXi:2606.03600v1 Announce Type: cross Standard conformal prediction (CP) procedures are typically formulated in terms of p-values, but reliance on p-values alone limits flexibility, for example, when combining dependent evidence across models or data splits. Recent work has explored e-value formulations for conformal inference, yet a direct connection between p- and e-value formulations in CP has been missing, especially regarding their statistical efficiency.