Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density

Peiyu Yang, Naveed Akhtar, Mubarak Shah +1

Trustworthy machine learning necessitates meticulous regulation of model reliance on non-robust features. We propose a framework to delineate and regulate such features by attribut…