Chordal Sparsity for Lipschitz Constant Estimation of Deep Neural
Networks

Chordal Sparsity for Lipschitz Constant Estimation of Deep Neural Networks

2 April 2022

Alexander Robey

George J. Pappas

Papers citing "Chordal Sparsity for Lipschitz Constant Estimation of Deep Neural Networks"

5 / 5 papers shown

Title
Probabilistic Stability Guarantees for Feature Attributions Helen Jin Anton Xue Weiqiu You Surbhi Goel Eric Wong 27 0 0 18 Apr 2025
Improved Scalable Lipschitz Bounds for Deep Neural Networks U. Syed Bin Hu BDL 56 0 0 18 Mar 2025
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization Mahyar Fazlyab Taha Entesari Aniket Roy Ramalingam Chellappa AAML 16 11 0 29 Sep 2023
Lipschitz constant estimation for 1D convolutional neural networks Patricia Pauli Dennis Gramlich Frank Allgöwer 20 13 0 28 Nov 2022
Analytical bounds on the local Lipschitz constants of ReLU networks Trevor Avant K. Morgansen FAtt 19 12 0 29 Apr 2021