Uncertainty quantification for multiclass data description

Leila Kalantari, Jose Principe, Kathryn E. Sieving

In this manuscript, we propose a multiclass data description model based on kernel Mahalanobis distance (MDD-KM) with self-adapting hyperparameter setting. MDD-KM provides uncertai…