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Works (7)

Tradeoffs Between Convergence Rate and Noise Amplification for Momentum-Based Accelerated Optimization Algorithms

IEEE Transactions on Automatic Control
2025-02 | Journal article
Contributors: Hesameddin Mohammadi; Meisam Razaviyayn; Mihailo R. Jovanović
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Computing Stabilizing Feedback Gains via a Model-Free Policy Gradient Method

IEEE Control Systems Letters
2023 | Journal article
Contributors: Ibrahim K. Ozaslan; Hesameddin Mohammadi; Mihailo R. Jovanovic
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Transient Growth of Accelerated Optimization Algorithms

IEEE Transactions on Automatic Control
2023-03 | Journal article
Contributors: Hesameddin Mohammadi; Samantha Samuelson; Mihailo R. Jovanović
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Convergence and Sample Complexity of Gradient Methods for the Model-Free Linear–Quadratic Regulator Problem

IEEE Transactions on Automatic Control
2022-05 | Journal article
Contributors: Hesameddin Mohammadi; Armin Zare; Mahdi Soltanolkotabi; Mihailo R. Jovanovic
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On the Linear Convergence of Random Search for Discrete-Time LQR

IEEE Control Systems Letters
2021-07 | Journal article
Contributors: Hesameddin Mohammadi; Mahdi Soltanolkotabi; Mihailo R. Jovanovic
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Robustness of Accelerated First-Order Algorithms for Strongly Convex Optimization Problems

IEEE Transactions on Automatic Control
2021-06 | Journal article
Contributors: Hesameddin Mohammadi; Meisam Razaviyayn; Mihailo R. Jovanovic
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Proximal Algorithms for Large-Scale Statistical Modeling and Sensor/Actuator Selection

IEEE Transactions on Automatic Control
2020-08 | Journal article
Contributors: Armin Zare; Hesameddin Mohammadi; Neil K. Dhingra; Tryphon T. Georgiou; Mihailo R. Jovanovic
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