Explaining Local, Global, And Higher-Order Interactions In Deep Learning

Samuel Lerman, Chenliang Xu, Charles Venuto +1

We present a simple yet highly generalizable method for explaining interacting parts within a neural network's reasoning process. First, we design an algorithm based on cross deriv…