A conformal prediction framework using zonotopes and SVD dimension reduction produces finite-sample-guaranteed uncertainty sets for functional surrogate models.
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Guaranteed prediction sets for functional surrogate models
A conformal prediction framework using zonotopes and SVD dimension reduction produces finite-sample-guaranteed uncertainty sets for functional surrogate models.