C-SymmPI reformulates conditional coverage as miscoverage error over a user-specified function class to deliver near-conditional guarantees under group symmetries and distributional invariance.
arXiv preprint arXiv:2306.06342 , year=
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The book curates and presents proofs of important existing results in conformal prediction in a unified pedagogical format with illustrations.
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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.