2024
Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks
ICML 2024poster
This paper presents a new *bi-Lipschitz* invertible neural network, the BiLipNet, which has the ability to smoothly control both its *Lipschitzness* (output sensitivity to input perturbations) and *inverse Lipschitzness* (input distinguishability from different outputs). The second main contribution…