Remarks on Lipschitz-Minimal Interpolation: Generalization Bounds and Neural Network Implementation

Arthur C. B. de Oliveira, Ruigang Wang, Ian R. Manchester +1

This note establishes a theoretical framework for finding (potentially overparameterized) approximations of a function on a compact set with a-priori bounds for the generalization…