Learning the Dynamics of Autonomous Linear Systems From Multiple Trajectories

24 March 2022

Papers citing "Learning the Dynamics of Autonomous Linear Systems From Multiple Trajectories"

7 / 7 papers shown

Title
Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data Lei Xin B. She Qi Dou George Chiu S. Sundaram 61 0 0 08 May 2025
Boosting-Enabled Robust System Identification of Partially Observed LTI Systems Under Heavy-Tailed Noise Vinay Kanakeri Aritra Mitra 29 0 0 25 Apr 2025
Learning Dynamical Systems by Leveraging Data from Similar Systems Lei Xin Lintao Ye G. Chiu S. Sundaram 41 10 0 20 Jan 2025
Learning Dynamic Bayesian Networks from Data: Foundations, First Principles and Numerical Comparisons Vyacheslav Kungurtsev Fadwa Idlahcen Petr Rysavý Pavel Rytír Ales Wodecki 56 1 0 25 Jun 2024
Joint Learning of Linear Dynamical Systems under Smoothness Constraints Hemant Tyagi 39 0 0 03 Jun 2024
Learning Linearized Models from Nonlinear Systems with Finite Data Lei Xin George Chiu Shreyas Sundaram 28 3 0 15 Sep 2023
Identifying the Dynamics of a System by Leveraging Data from Similar Systems Lei Xin Lintao Ye G. Chiu S. Sundaram 24 24 0 11 Apr 2022