Demystifying Lipschitz verification: positive matrices, negative results

Simon Kuang, Yuezhu Xu, S. Sivaranjani +1

The global Lipschitz constant of a neural network is related to robustness and generalization, yet unlike in many classical models, it is not plainly legible from the parameters. T…