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11/19/2022
Can Gradient Descent Provably Learn Linear Dynamic Systems?
We study the learning ability of linear recurrent neural networks with g...
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09/29/2021
On the Provable Generalization of Recurrent Neural Networks
Recurrent Neural Network (RNN) is a fundamental structure in deep learni...
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01/15/2021
