Convex neural network synthesis for robustness in the 1-norm

Drummond, R. orcid.org/0000-0002-2586-1718, Guiver, C. and Turner, M.C. (2024) Convex neural network synthesis for robustness in the 1-norm. In: Proceedings of Machine Learning Research. 6th Annual Learning for Dynamics & Control Conference, 15-17 Jul 2024, Oxford, United Kingdom. ML Research Press , pp. 1388-1399.

Abstract

Metadata

Item Type: Proceedings Paper
Authors/Creators:
Copyright, Publisher and Additional Information:

© 2024 R. Drummond, C. Guiver & M.C. Turner.

Keywords: Neural network robustness; convex synthesis; accuracy vs. robustness trade-off
Dates:
  • Published: 1 October 2024
  • Published (online): 1 October 2024
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > School of Electrical and Electronic Engineering
Depositing User: Symplectic Sheffield
Date Deposited: 17 Jan 2025 15:05
Last Modified: 17 Jan 2025 15:05
Status: Published
Publisher: ML Research Press
Refereed: Yes
Related URLs:
Open Archives Initiative ID (OAI ID):

Export

Statistics