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On the Scalability and Memory Efficiency of Semidefinite Programs for Lipschitz Constant Estimation of Neural Networks.
Zi Wang
Bin Hu
Aaron J. Havens
Alexandre Araujo
Yang Zheng
Yudong Chen
Somesh Jha
Published in:
ICLR (2024)
Keyphrases
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semidefinite
neural network
semidefinite programming
sufficient conditions
genetic algorithm
higher dimensional
convex relaxation