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Lipschitz constant estimation for general neural network architectures
  using control tools

Lipschitz constant estimation for general neural network architectures using control tools

2 May 2024
Patricia Pauli
Dennis Gramlich
Frank Allgöwer
ArXiv (abs)PDFHTML

Papers citing "Lipschitz constant estimation for general neural network architectures using control tools"

5 / 5 papers shown
Title
Exact Causal Attention with 10% Fewer Operations
Exact Causal Attention with 10% Fewer Operations
Dmitry Rybin
Yushun Zhang
Ding Tian
Zhihang Lin
Zhi-Quan Luo
CML
235
0
0
05 Oct 2025
Stochastic Sample Approximations of (Local) Moduli of Continuity
Stochastic Sample Approximations of (Local) Moduli of Continuity
Rodion Nazarov
Allen Gehret
Robert Shorten
Jakub Mareˇcek
80
0
0
18 Sep 2025
Improved Scalable Lipschitz Bounds for Deep Neural Networks
Improved Scalable Lipschitz Bounds for Deep Neural Networks
U. Syed
Bin Hu
BDL
297
1
0
18 Mar 2025
A Complete Set of Quadratic Constraints for Repeated ReLU and
  Generalizations
A Complete Set of Quadratic Constraints for Repeated ReLU and Generalizations
Sahel Vahedi Noori
Bin Hu
Geir Dullerud
Peter M. Seiler
316
3
0
09 Jul 2024
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz RegularizationNeural Information Processing Systems (NeurIPS), 2023
Mahyar Fazlyab
Taha Entesari
Aniket Roy
Ramalingam Chellappa
AAML
604
19
0
29 Sep 2023
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