2024
Length independent PAC-Bayes bounds for Simple RNNs
AISTATS 2024poster
While the practical interest of Recurrent neural networks (RNNs) is attested, much remains to be done to develop a thorough theoretical understanding of their abilities, particularly in what concerns their learning capacities. A powerful framework to tackle this question is the one of PAC-Bayes theo…