Provable Gradient Editing of Deep Neural Networks

TL;DR

In explainable AI, DNN gradients are used to interpret the prediction; in safety-critical control systems, gradients could encode safety constraints; in scientific-computing applications, gradients co…

Opening excerpt from the authors’ abstract. source