PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs

Deividas Eringis, John Leth, Zheng-Hua Tan +2

In this paper, we derive a PAC-Bayes bound on the generalisation gap, in a supervised time-series setting for a special class of discrete-time non-linear dynamical systems. This cl…