Verification of Non-Linear Specifications for Neural Networks

Chongli Qin, Krishnamurthy (Dj) Dvijotham, Brendan O'Donoghue, Rudy Bunel, Robert Stanforth, Sven Gowal, Jonathan Uesato, Grzegorz Swirszcz, Pushmeet Kohli. Verification of Non-Linear Specifications for Neural Networks. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

Authors

Chongli Qin

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Krishnamurthy (Dj) Dvijotham

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Brendan O'Donoghue

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Rudy Bunel

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Robert Stanforth

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Sven Gowal

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Jonathan Uesato

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Grzegorz Swirszcz

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Pushmeet Kohli

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