Asymmetric Certified Robustness via Feature-Convex Neural Networks

Samuel Pfrommer, Brendon G. Anderson, Julien Piet +1

Recent works have introduced input-convex neural networks (ICNNs) as learning models with advantageous training, inference, and generalization properties linked to their convex str…