Analysis of recurrent neural networks via property-directed verification of surrogate models

Igor Khmelnitsky, Daniel Neider, Rajarshi Roy 0002, Xuan Xie, Benoît Barbot, Benedikt Bollig, Alain Finkel, Serge Haddad, Martin Leucker, Lina Ye. Analysis of recurrent neural networks via property-directed verification of surrogate models. STTT, 25(3):341-354, June 2023. [doi]

Authors

Igor Khmelnitsky

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Daniel Neider

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Rajarshi Roy 0002

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Xuan Xie

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Benoît Barbot

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Benedikt Bollig

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Alain Finkel

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Serge Haddad

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Martin Leucker

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Lina Ye

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