Neal McKee

Smoothed Differentiation Efficiently Mitigates Shattered Gradients in Explanations

Explaining complex machine learning models is a fundamental challenge when developing safe and trustworthy deep learning applications. To date, a broad selection of explainable AI (XAI) algorithms exist. One popular choice is SmoothGrad, which has been conceived to alleviate the well-known shattered…