Sparse Activations as Conformal Predictors

Margarida M. Campos, João Calém, Sophia Sklaviadis +2

Conformal prediction is a distribution-free framework for uncertainty quantification that replaces point predictions with sets, offering marginal coverage guarantees (i.e., ensurin…