A Dual Approach to Scalable Verification of Deep Networks

Krishnamurthy Dvijotham, Robert Stanforth, Sven Gowal, Timothy A. Mann, Pushmeet Kohli. A Dual Approach to Scalable Verification of Deep Networks. In Amir Globerson, Ricardo Silva, editors, Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, UAI 2018, Monterey, California, USA, August 6-10, 2018. pages 550-559, AUAI Press, 2018. [doi]

Authors

Krishnamurthy Dvijotham

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Robert Stanforth

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Sven Gowal

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Timothy A. Mann

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Pushmeet Kohli

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