PAC-Bayesian theory for stochastic LTI systems

Deividas Eringis, John Leth, Zheng-Hua Tan +3

In this paper we derive a PAC-Bayesian error bound for autonomous stochastic LTI state-space models. The motivation for deriving such error bounds is that they will allow deriving…