Out-of-Distribution Detection Based on Total Variation Estimation

Dabiao Ma, Zhiba Su, Jian Yang +1

This paper introduces a novel approach to securing machine learning model deployments against potential distribution shifts in practical applications, the Total Variation Out-of-Di…