Maciej Trzaskowski

Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution

In this paper, we dive into the reliability concerns of Integrated Gradients (IG), a prevalent feature attribution method for black-box deep learning models. We particularly address two predominant challenges associated with IG: the generation of noisy feature visualizations for vision models and th…