Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces

Takamasa Okudono, Masaki Waga, Taro Sekiyama, Ichiro Hasuo. Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 5306-5314, AAAI Press, 2020. [doi]

Abstract

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