Peyman Mohajerin Esfahani
Orcid: 0000-0003-1286-8782
According to our database1,
Peyman Mohajerin Esfahani
authored at least 90 papers
between 2009 and 2024.
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Bibliography
2024
Linear Time-Varying Parameter Estimation: Maximum A Posteriori Approach via Semidefinite Programming.
IEEE Control. Syst. Lett., 2024
2023
IEEE Trans. Autom. Control., October, 2023
Adaptive Composite Online Optimization: Predictions in Static and Dynamic Environments.
IEEE Trans. Autom. Control., May, 2023
A Bayesian Approach for Active Fault Isolation With an Application to Leakage Localization in Water Distribution Networks.
IEEE Trans. Control. Syst. Technol., March, 2023
Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization.
Math. Oper. Res., February, 2023
Robust Multivariate Detection and Estimation with Fault Frequency Content Information.
CoRR, 2023
Distributionally Robust Model Predictive Control: Closed-loop Guarantees and Scalable Algorithms.
CoRR, 2023
CoRR, 2023
Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms.
CoRR, 2023
2022
Dynamic Anomaly Detection With High-Fidelity Simulators: A Convex Optimization Approach.
IEEE Trans. Smart Grid, 2022
Robust Output Regulation: Optimization-Based Synthesis and Event-Triggered Implementation.
IEEE Trans. Autom. Control., 2022
Multiple Faults Estimation in Dynamical Systems: Tractable Design and Performance Bounds.
IEEE Trans. Autom. Control., 2022
Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator.
Oper. Res., 2022
Real-Time Fault Estimation for a Class of Discrete-Time Linear Parameter-Varying Systems.
IEEE Control. Syst. Lett., 2022
IEEE Control. Syst. Lett., 2022
CoRR, 2022
CoRR, 2022
Data-Driven Stability Verification of Homogeneous Nonlinear Systems with Unknown Dynamics<sup>*</sup>.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
IEEE Trans. Autom. Control., 2021
Learning Optimal Controllers for Linear Systems With Multiplicative Noise via Policy Gradient.
IEEE Trans. Autom. Control., 2021
Manag. Sci., 2021
Fast Approximate Dynamic Programming for Infinite-Horizon Continuous-State Markov Decision Processes.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 American Control Conference, 2021
2020
IEEE Trans. Autom. Control., 2020
IEEE Trans. Autom. Control., 2020
Data-Assisted Model-Based Anomaly Detection for High-Fidelity Simulators of Power Systems.
CoRR, 2020
Robust Dynamic Controllers for Output Regulation: Optimization-Based Synthesis and Event-Triggered Implementation.
CoRR, 2020
2019
Signal Process., 2019
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning.
CoRR, 2019
Learning robust control for LQR systems with multiplicative noise via policy gradient.
CoRR, 2019
Long-term Behavior of Mean-field Noisy Bounded Confidence Models with Distributed Radicals.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
2018
IEEE Trans. Autom. Control., 2018
From Infinite to Finite Programs: Explicit Error Bounds with Applications to Approximate Dynamic Programming.
SIAM J. Optim., 2018
Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations.
Math. Program., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
A Hybrid Control Framework for Fast Methods Under Invexity: Non-Zeno Trajectories with Exponential Rate.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
IEEE Trans. Autom. Control., 2017
On Infinite Linear Programming and the Moment Approach to Deterministic Infinite Horizon Discounted Optimal Control Problems.
IEEE Control. Syst. Lett., 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
A Tractable Fault Detection and Isolation Approach for Nonlinear Systems With Probabilistic Performance.
IEEE Trans. Autom. Control., 2016
Motion Planning for Continuous-Time Stochastic Processes: A Dynamic Programming Approach.
IEEE Trans. Autom. Control., 2016
A decomposition method for large scale MILPs, with performance guarantees and a power system application.
Autom., 2016
Autom., 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
2015
Performance Bounds for the Scenario Approach and an Extension to a Class of Non-Convex Programs.
IEEE Trans. Autom. Control., 2015
LQG Control with Minimal Information: Three-Stage Separation Principle and SDP-based Solution Synthesis.
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Construction of approximations of stochastic control systems: A compositional approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Symbolic Control of Stochastic Systems via Approximately Bisimilar Finite Abstractions.
IEEE Trans. Autom. Control., 2014
Large scale mixed-integer optimization: A solution method with supply chain applications.
Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Proceedings of the 13th European Control Conference, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
Proceedings of the 12th European Control Conference, 2013
Proceedings of the 12th European Control Conference, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Fault detection with discrete-time measurements: An application for the cyber security of power networks.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
A robust fault detection and isolation filter for a horizontal axis variable speed wind turbine.
Proceedings of the American Control Conference, 2013
Adaptively constrained Stochastic Model Predictive Control for closed-loop constraint satisfaction.
Proceedings of the American Control Conference, 2013
2012
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012
A tractable nonlinear fault detection and isolation technique with application to the cyber-physical security of power systems.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 4th IFAC Conference on Analysis and Design of Hybrid Systems, 2012
2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
A robust policy for Automatic Generation Control cyber attack in two area power network.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the American Control Conference, 2010
2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009