Safety Performance of Neural Networks in the Presence of Covariate Shift

Author:

Cheng Chih-Hong,Ruess Harald,Theodorou Konstantinos

Publisher

Springer Nature Switzerland

Reference16 articles.

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2. Lecture Notes in Computer Science;C-H Cheng,2017

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4. Gao, S., Ver Steeg, G., Galstyan, A.: Efficient estimation of mutual information for strongly dependent variables. In: Artificial Intelligence and Statistics, pp. 277–286. PMLR (2015)

5. Gehr, T., et al.: Ai2: safety and robustness certification of neural networks with abstract interpretation. In: Proceedings of the 2018 IEEE Symposium on Security and Privacy (SP), pp. 3–18. IEEE (2018)

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