Learning Dynamical Systems by Leveraging Data from Similar Systems

20 January 2025

Papers citing "Learning Dynamical Systems by Leveraging Data from Similar Systems"

6 / 6 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 54 0 0 08 May 2025
Combining Federated Learning and Control: A Survey Jakob Weber Markus Gurtner A. Lobe Adrian Trachte Andreas Kugi FedML AI4CE 26 2 0 12 Jul 2024
Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees Lei Xin George Chiu Shreyas Sundaram 19 1 0 30 Nov 2023
Learning Linearized Models from Nonlinear Systems with Finite Data Lei Xin George Chiu Shreyas Sundaram 13 3 0 15 Sep 2023
Meta-Learning Operators to Optimality from Multi-Task Non-IID Data Thomas T. Zhang Leonardo F. Toso James Anderson Nikolai Matni 67 13 0 08 Aug 2023
Learning Personalized Models with Clustered System Identification Leonardo F. Toso Hang Wang James Anderson 24 9 0 03 Apr 2023