Analytical bounds on the local Lipschitz constants of ReLU networks

29 April 2021

Papers citing "Analytical bounds on the local Lipschitz constants of ReLU networks"

5 / 5 papers shown

Title
Probabilistic Lipschitzness and the Stable Rank for Comparing Explanation Models Lachlan Simpson Kyle Millar A. Cheng Cheng-Chew Lim Hong-Gunn Chew BDL FAtt 26 2 0 29 Feb 2024
Intriguing Equivalence Structures of the Embedding Space of Vision Transformers Shaeke Salman M. Shams Xiuwen Liu 29 6 0 28 Jan 2024
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation Zhouxing Shi Yihan Wang Huan Zhang Zico Kolter Cho-Jui Hsieh 94 39 0 13 Oct 2022
An Optimal Time Variable Learning Framework for Deep Neural Networks Harbir Antil Hugo Díaz Evelyn Herberg 13 4 0 18 Apr 2022
Chordal Sparsity for Lipschitz Constant Estimation of Deep Neural Networks Anton Xue Lars Lindemann Alexander Robey Hamed Hassani George J. Pappas Rajeev Alur 24 13 0 02 Apr 2022