PAC-Bayesian theory for stochastic LTI systems

23 March 2021

Papers citing "PAC-Bayesian theory for stochastic LTI systems"

5 / 5 papers shown

Title
PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs Deividas Eringis J. Leth Zheng-Hua Tan Rafal Wisniewski M. Petreczky 17 3 0 15 Dec 2023
PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss Deividas Eringis J. Leth Z. Tan R. Wisniewski M. Petreczky 11 3 0 29 Mar 2023
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models Deividas Eringis J. Leth Z. Tan Rafal Wisniewski M. Petreczky 32 1 0 30 Dec 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 57 196 0 21 Oct 2021
Explicit construction of the minimum error variance estimator for stochastic LTI state-space systems Deividas Eringis J. Leth Z. Tan Rafal Wisniewski M. Petreczky 13 1 0 06 Sep 2021