Half-KFN: An Enhanced Detection Method for Subtle Covariate Drift

Bingbing Wang, Dong Xu, Yu Tang

Detecting covariate drift is a common task of significant practical value in supervised learning. Once covariate drift occurs, the models may no longer be applicable, hence numerou…