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On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences.
Alireza Fathollah Pour
Hassan Ashtiani
Published in:
NeurIPS (2023)
Keyphrases
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recurrent neural networks
long sequences
recurrent networks
learning process
feedforward neural networks
learning algorithm
reinforcement learning
online learning
cascade correlation
supervised learning
learning systems
feed forward
hebbian learning
data sets
learning tasks
echo state networks