James Anderson

CoRR, 2024

Meta-Adaptive Stock Movement Prediction with Two-Stage Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Meta-learning linear quadratic regulators: A policy gradient MAML approach for model-free LQR.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data.

[BibT_eX]

[DOI]

Thomas T. C. K. Zhang

Leonardo Felipe Toso

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Data-Efficient and Robust Task Selection for Meta-Learning.

[BibT_eX]

[DOI]

Donglin Zhan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Oracle Complexity Reduction for Model-Free LQR: A Stochastic Variance-Reduced Policy Gradient Approach.

[BibT_eX]

[DOI]

Leonardo F. Toso

Proceedings of the American Control Conference, 2024

2023

Distributed and Localized Model Predictive Control - Part II: Theoretical Guarantees.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., September, 2023

Distributed and Localized Model-Predictive Control-Part I: Synthesis and Implementation.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., June, 2023

Meta-Learning Operators to Optimality from Multi-Task Non-IID Data.

[BibT_eX]

[DOI]

Thomas T. C. K. Zhang

Leonardo Felipe Toso

CoRR, 2023

Protection Against Graph-Based False Data Injection Attacks on Power Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity.

[BibT_eX]

[DOI]

CoRR, 2023

Invited Paper: Detection of False Data Injection Attacks in Power Systems Using a Secured-Sensors and Graph-Based Method.

[BibT_eX]

[DOI]

Proceedings of the Stabilization, Safety, and Security of Distributed Systems, 2023

Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates.

[BibT_eX]

[DOI]

Guangchen Lan

Christopher G. Brinton

Vaneet Aggarwal

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FedSysID: A Federated Approach to Sample-Efficient System Identification.

[BibT_eX]

[DOI]

Leonardo Felipe Toso

Proceedings of the Learning for Dynamics and Control Conference, 2023

Learning Personalized Models with Clustered System Identification.

[BibT_eX]

[DOI]

Leonardo F. Toso

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Mitigation-Aware Bidding Strategies in Electricity Markets.

[BibT_eX]

[DOI]

Yiqian Wu

Jip Kim

CoRR, 2022

Identification of Intraday False Data Injection Attack on DER Dispatch Signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Learning Linear Models Using Distributed Iterative Hessian Sketching.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2022

FedADMM: A federated primal-dual algorithm allowing partial participation.

[BibT_eX]

[DOI]

Siddartha Marella

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Distributionally Robust Decision Making Leveraging Conditional Distributions.

[BibT_eX]

[DOI]

Yuxiao Chen

Jip Kim

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Large-Scale System Identification Using a Randomized SVD.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

The Optimal Power Flow Operator: Theory and Computation.

[BibT_eX]

[DOI]

Fengyu Zhou

Steven H. Low

IEEE Trans. Control. Netw. Syst., 2021

Safety-Critical Control Synthesis for Network Systems With Control Barrier Functions and Assume-Guarantee Contracts.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Localized and Distributed H<sub>2</sub> State Feedback Control.

[BibT_eX]

[DOI]

Jing Yu

Yuh-Shyang Wang

Proceedings of the 2021 American Control Conference, 2021

2020

Synthesis to Deployment: Cyber-Physical Control Architectures.

[BibT_eX]

[DOI]

Shih-Hao Tseng

CoRR, 2020

Localized and Distributed H2 State Feedback Control.

[BibT_eX]

[DOI]

Jing Yu

Yuh-Shyang Wang

CoRR, 2020

Explicit Distributed and Localized Model Predictive Control via System Level Synthesis.

[BibT_eX]

[DOI]

Carmen Amo Alonso

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Deployment Architectures for Cyber-Physical Control Systems.

[BibT_eX]

[DOI]

Shih-Hao Tseng

Proceedings of the 2020 American Control Conference, 2020

Worst-Case Sensitivity of DC Optimal Power Flow Problems.

[BibT_eX]

[DOI]

Fengyu Zhou

Steven H. Low

Proceedings of the 2020 American Control Conference, 2020

2019

Sparsity Preserving Discretization With Error Bounds.

[BibT_eX]

[DOI]

Yuxiao Chen

CoRR, 2019

System level synthesis.

[BibT_eX]

[DOI]

Annu. Rev. Control., 2019

System Level Synthesis with State and Input Constraints.

[BibT_eX]

[DOI]

Yuxiao Chen

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Differential Privacy of Aggregated DC Optimal Power Flow Data.

[BibT_eX]

[DOI]

Fengyu Zhou

Steven H. Low

Proceedings of the 2019 American Control Conference, 2019

Compositional Set Invariance in Network Systems with Assume-Guarantee Contracts.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2017

Structured Projection-Based Model Reduction With Application to Stochastic Biochemical Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Region of attraction estimation using invariant sets and rational Lyapunov functions.

[BibT_eX]

[DOI]

Giorgio Valmorbida

Autom., 2017

Scalable system level synthesis for virtually localizable systems.

[BibT_eX]

[DOI]

Yuh-Shyang Wang

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

System level synthesis: A tutorial.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Distance to the nearest stable Metzler matrix.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Structured state space realizations for SLS distributed controllers.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

On the performance of nonlinear dynamical systems under parameter perturbation.

[BibT_eX]

[DOI]

Dhruva V. Raman

Autom., 2016

On existence of solutions to structured lyapunov inequalities.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

A new approach for estimating the robustness of parameter estimates to measurement noise.

[BibT_eX]

[DOI]

Dhruva V. Raman

Proceedings of the 2016 American Control Conference, 2016

2015

Designing Genetic Feedback Controllers.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2015

Bounds for Input- and State-to-Output Properties of Uncertain Linear Systems.

[BibT_eX]

[DOI]

Giorgio Valmorbida

Dhruva V. Raman

CoRR, 2015

2014

On projection-based model reduction of biochemical networks part II: The stochastic case.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

On projection-based model reduction of biochemical networks part I: The deterministic case.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Region of attraction analysis via invariant sets.

[BibT_eX]

[DOI]

Giorgio Valmorbida

Proceedings of the American Control Conference, 2014

2013

SOSTOOLS Version 3.00 Sum of Squares Optimization Toolbox for MATLAB.

[BibT_eX]

[DOI]

CoRR, 2013

2012

A Decomposition Technique for Nonlinear Dynamical System Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

A loop shaping approach for designing biological circuits.

[BibT_eX]

[DOI]

James Dolan

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Model decomposition and reduction tools for large-scale networks in systems biology.

[BibT_eX]

[DOI]

Yo-Cheng Chang

Autom., 2011

Dynamical system decomposition using dissipation inequalities.

[BibT_eX]

[DOI]

André Teixeira

Henrik Sandberg

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Structured model reduction for dynamical networked systems.

[BibT_eX]

[DOI]

Yo-Cheng Chang

Elias August

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Dynamical system decomposition for efficient, sparse analysis.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

A network decomposition approach for efficient sum of squares programming based analysis.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

On validation and invalidation of biological models.

[BibT_eX]

[DOI]