@article{
luo2026lipschitz,
title={Lipschitz Continuity in Deep Learning: A Systematic Review of Theoretical Foundations, Estimation Methods, Regularization Approaches, and Certifiable Robustness},
author={R{\'o}is{\'\i}n Luo and James McDermott and Colm O'Riordan},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=pRZ0RKl11f},
note={}
}