Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection

Hong Yang, William Gebhardt, Alexander G. Ororbia +1

Out-of-distribution (OOD) inputs can compromise the performance and safety of real world machine learning systems. While many methods exist for OOD detection and work well on small…