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A Koopman Approach to Understanding Sequence Neural Models



Ilan Naiman , Omri Azencot


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A Differential Geometry Perspective on Orthogonal Recurrent Models



Omri Azencot , N. Benjamin Erichson , Mirela Ben-Chen , Michael W. Mahoney


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Lipschitz Recurrent Neural Networks



N. Benjamin Erichson , Omri Azencot , Alejandro Queiruga , Michael W. Mahoney


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Forecasting Sequential Data using Consistent Koopman Autoencoders



Omri Azencot , N. Benjamin Erichson , Vanessa Lin , Michael W. Mahoney


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