Identifying the Dynamics of a System by Leveraging Data from Similar
Systems

Identifying the Dynamics of a System by Leveraging Data from Similar Systems

11 April 2022

Papers citing "Identifying the Dynamics of a System by Leveraging Data from Similar Systems"

11 / 11 papers shown

Title
A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework Ertuğrul Keçeci Müjde Güzelkaya Tufan Kumbasar FedML Presented at ResearchTrend Connect \| FedML on 23 Apr 2025 110 0 0 15 Mar 2025
Learning Dynamical Systems by Leveraging Data from Similar Systems Lei Xin Lintao Ye G. Chiu S. Sundaram 41 10 0 20 Jan 2025
Combining Federated Learning and Control: A Survey Jakob Weber Markus Gurtner A. Lobe Adrian Trachte Andreas Kugi FedML AI4CE 36 2 0 12 Jul 2024
Joint Learning of Linear Dynamical Systems under Smoothness Constraints Hemant Tyagi 28 0 0 03 Jun 2024
MPC of Uncertain Nonlinear Systems with Meta-Learning for Fast Adaptation of Neural Predictive Models Jiaqi Yan Ankush Chakrabarty Alisa Rupenyan John Lygeros 37 2 0 18 Apr 2024
Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees Lei Xin George Chiu Shreyas Sundaram 27 1 0 30 Nov 2023
Learning Personalized Models with Clustered System Identification Leonardo F. Toso Hang Wang James Anderson 26 9 0 03 Apr 2023
FedSysID: A Federated Approach to Sample-Efficient System Identification Han Wang Leonardo F. Toso James Anderson FedML 24 17 0 25 Nov 2022
Meta-Learning of Neural State-Space Models Using Data From Similar Systems Ankush Chakrabarty G. Wichern C. Laughman 43 12 0 14 Nov 2022
Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach Ankush Chakrabarty 24 9 0 31 Oct 2022
$Learning Decentralized Linear Quadratic Regulators with $\sqrt{T}$ Regret$ Learning Decentralized Linear Quadratic Regulators with $\sqrt{T}$ Regret Lintao Ye Ming Chi Ruiquan Liao V. Gupta 16 1 0 17 Oct 2022