Eringis, Deividas

3 publications

AAAI 2024 PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs Deividas Eringis, John Leth, Zheng-Hua Tan, Rafael Wisniewski, Mihály Petreczky

ICML 2024 PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihaly Petreczky

ICMLW 2023 PAC-Bayesian Bounds for Learning LTI-Ss Systems with Input from Empirical Loss Deividas Eringis, John Leth, Rafal Wisniewski, Zheng-Hua Tan, Mihaly Petreczky