Lipschitz constant estimation for 1D convolutional neural networks

Patricia Pauli, Dennis Gramlich, Frank Allgöwer. Lipschitz constant estimation for 1D convolutional neural networks. In Nikolai Matni, Manfred Morari, George J. Pappas, editors, Learning for Dynamics and Control Conference, L4DC 2023, 15-16 June 2023, Philadelphia, PA, USA. Volume 211 of Proceedings of Machine Learning Research, pages 1321-1332, PMLR, 2023. [doi]

Abstract

Abstract is missing.