Investigating Backpropagation Alternatives when Learning to Dynamically Count with Recurrent Neural Networks

Ankur Arjun Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles. Investigating Backpropagation Alternatives when Learning to Dynamically Count with Recurrent Neural Networks. In Jane Chandlee, RĂ©mi Eyraud, Jeff Heinz, Adam Jardine, Menno Zaanen, editors, Proceedings of the 15th International Conference on Grammatical Inference, 23-27 August 2021, Virtual Event. Volume 153 of Proceedings of Machine Learning Research, pages 154-175, PMLR, 2021. [doi]

Abstract

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