Integrated Gradients

Integrated gradients

Deep neural networks are often trained to the saturation. Because of this, their predictions are often flat in the proximity of the input, like the following:

If a neural network $f(.)$ is flat near the proximity of the input $X$, its gradient with respect to $X$is given by ...