TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress

Onat Gungor, Amanda Sofie Rios, Nilesh Ahuja +1

Detecting out-of-distribution (OOD) data is a fundamental challenge in the deployment of machine learning models. From a security standpoint, this is particularly important because…