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non-conformity score functions

topic1 events
papersSEP 11 04:00 UTC

arXiv Study Benchmarks Non-Conformity Score Functions for Conformal Prediction

A revised arXiv preprint surveys and compares non-conformity score functions used in conformal prediction for classification. Conformal prediction generates prediction sets rather than single labels, with guarantees that the sets cover the true class at a chosen rate. The work evaluates how different scoring choices affect the efficiency and validity of those sets.

conformal-prediction/benchmarking/uncertainty/machine-learning