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Length independent PAC-Bayes bounds for Simple RNNs.
Volodimir Mitarchuk
Clara Lacroce
Rémi Eyraud
Rémi Emonet
Amaury Habrard
Guillaume Rabusseau
Published in:
AISTATS (2024)
Keyphrases
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pac bayes
risk bounds
lower bound
recurrent neural networks
data dependent
generalization bounds
feature space
neural network
upper bound
worst case
cross validation
upper and lower bounds