Unsupervised Energy-based Out-of-distribution Detection using Stiefel-Restricted Kernel Machine

Francesco Tonin, Arun Pandey, Panagiotis Patrinos +1

Detecting out-of-distribution (OOD) samples is an essential requirement for the deployment of machine learning systems in the real world. Until now, research on energy-based OOD de…