Generalization error bounds for deep unfolding RNNs

Boris Joukovsky, Tanmoy Mukherjee, Huynh Van Luong, Nikos Deligiannis. Generalization error bounds for deep unfolding RNNs. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1515-1524, AUAI Press, 2021. [doi]

Abstract

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