Inductive Conformal Prediction under Data Scarcity: Exploring the Impacts of Nonconformity Measures

Yuko Kato, David M. J. Tax, Marco Loog

Conformal prediction, which makes no distributional assumptions about the data, has emerged as a powerful and reliable approach to uncertainty quantification in practical applicati…