activity
20212023
most citedPAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs

4 citations · 9 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 2 cited

PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models

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

In this paper we derive a PAC-Bayesian-Like error bound for a class of stochastic dynamical systems with inputs, namely, for linear time-invariant stochastic state-space models (st…