Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks

Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker

Providing a model that achieves a strong predictive performance and is simultaneously interpretable by humans is one of the most difficult challenges in machine learning research d…