Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification
arXiv:2604.06032v1 Announce Type: new
Abstract: Neural network classifiers trained with cross-entropy loss achieve strong predictive accuracy but lack the capability to provide inherent predictive uncertainty estimates, thus requiring external techniq…