Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning

Guillaume Rabusseau, Tianyu Li, Doina Precup. Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 1630-1639, PMLR, 2019. [doi]

Abstract

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