PAC-Bayesian Meta-Learning for Few-Shot Identification of Linear Dynamical Systems

Chenfeng Huang, George Michailidis

Identifying linear time-invariant (LTI) dynamical systems is challenging when trajectories are short, noisy, or high-dimensional. Traditional system identification typically treats…