Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness

Antônio H. Ribeiro, Koen Tiels, Luis A. Aguirre, Thomas B. Schön. Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 2370-2380, PMLR, 2020. [doi]

Authors

Antônio H. Ribeiro

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Koen Tiels

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Luis A. Aguirre

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Thomas B. Schön

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