Hemant Ishwaran

General OOD detection via model-aware and subspace-aware variable priority

Abstract Out-of-distribution (OOD) detection flags test inputs that depart from the data used to train a model. For structured tabular problems with regression or survival outcomes, existing methods remain limited because many OOD detectors are designed for classification or unst...