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Zhe Du
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Year
Identification and adaptive control of markov jump systems: Sample complexity and regret bounds
Y Sattar, Z Du, DA Tarzanagh, L Balzano, N Ozay, S Oymak
arXiv preprint arXiv:2111.07018, 2021
242021
Mode clustering for markov jump systems
Z Du, N Ozay, L Balzano
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
162019
Certainty equivalent quadratic control for markov jump systems
Z Du, Y Sattar, DA Tarzanagh, L Balzano, S Oymak, N Ozay
arXiv preprint arXiv:2105.12358, 2021
102021
A robust algorithm for online switched system identification
Z Du, L Balzano, N Ozay
IFAC-PapersOnLine 51 (15), 293-298, 2018
102018
Data-driven control of markov jump systems: Sample complexity and regret bounds
Z Du, Y Sattar, DA Tarzanagh, L Balzano, N Ozay, S Oymak
2022 American Control Conference (ACC), 4901-4908, 2022
92022
Can transformers learn optimal filtering for unknown systems?
H Balim, Z Du, S Oymak, N Ozay
arXiv preprint arXiv:2308.08536, 2023
52023
Can Transformers Learn Optimal Filtering for Unknown Systems?
Z Du, H Balim, S Oymak, N Ozay
IEEE Control Systems Letters 7, 3525-3530, 2023
42023
Disaggregating load by type from distribution system measurements in real time
GS Ledva, Z Du, L Balzano, JL Mathieu
Energy Markets and Responsive Grids: Modeling, Control, and Optimization …, 2018
42018
Certainty equivalent quadratic control for Markov jump systems
Y Sattar, Z Du, DA Tarzanagh, S Oymak, L Balzano, N Ozay
2022 American Control Conference (ACC), 2871-2878, 2022
32022
Manifold Optimization for Data Driven Reduced-Order Modeling*
R Newton, Z Du, L Balzano, P Seiler
2023 59th Annual Allerton Conference on Communication, Control, and …, 2023
22023
Sample complexity analysis and self-regularization in identification of over-parameterized ARX models
Z Du, Z Liu, J Weitze, N Ozay
2022 IEEE 61st Conference on Decision and Control (CDC), 6026-6033, 2022
22022
Clustering-based mode reduction for Markov jump systems
Z Du, N Ozay, L Balzano
Learning for Dynamics and Control Conference, 689-701, 2022
22022
Optimality of POD for Data-Driven LQR With Low-Rank Structures
R Newton, Z Du, P Seiler, L Balzano
IEEE Control Systems Letters, 2023
12023
On the Hardness of Learning to Stabilize Linear Systems
X Zeng, Z Liu, Z Du, N Ozay, M Sznaier
2023 62nd IEEE Conference on Decision and Control (CDC), 6622-6628, 2023
12023
Mode Reduction for Markov Jump Systems
Z Du, L Balzano, N Ozay
IEEE Open Journal of Control Systems 1, 335-353, 2022
12022
Learning, Control, and Reduction for Markov Jump Systems
Z Du
2023
2022 Index IEEE Open Journal of Control Systems Vol.
M Aburakhis, A Aghasi, A Allibhoy, CA Alonso, N Atanasov, L Balzano, ...
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Articles 1–17