A conformal-martingale wrapper yields finite-sample valid, distribution-free post-detection confidence sets for the changepoint whose expected size stays bounded under mild delay regimes.
arXiv preprint arXiv:2602.06267 , year=
3 Pith papers cite this work. Polarity classification is still indexing.
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CROC constructs finite-sample valid confidence sets for the root-cause index in multi-stream change detection using conformal p-values under independence and exchangeability assumptions.
The book curates and presents proofs of important existing results in conformal prediction in a unified pedagogical format with illustrations.
citing papers explorer
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Distribution-free changepoint localization after sequential change detection
A conformal-martingale wrapper yields finite-sample valid, distribution-free post-detection confidence sets for the changepoint whose expected size stays bounded under mild delay regimes.
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Distribution-free root cause analysis
CROC constructs finite-sample valid confidence sets for the root-cause index in multi-stream change detection using conformal p-values under independence and exchangeability assumptions.
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Theoretical Foundations of Conformal Prediction
The book curates and presents proofs of important existing results in conformal prediction in a unified pedagogical format with illustrations.