| Non-asymptotic and accurate learning of nonlinear dynamical systems Y Sattar, S Oymak Journal of Machine Learning Research 23 (140), 1-49, 2022 | 64 | 2022 |
| 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 | 25 | 2021 |
| Finite sample identification of bilinear dynamical systems Y Sattar, S Oymak, N Ozay 2022 IEEE 61st Conference on Decision and Control (CDC), 6705-6711, 2022 | 14 | 2022 |
| 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 | 10 | 2022 |
| 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 | 10 | 2021 |
| Quickly finding the best linear model in high dimensions via projected gradient descent Y Sattar, S Oymak IEEE Transactions on Signal Processing 68, 818-829, 2020 | 10* | 2020 |
| Exploring weight importance and hessian bias in model pruning M Li, Y Sattar, C Thrampoulidis, S Oymak arXiv preprint arXiv:2006.10903, 2020 | 7 | 2020 |
| 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 | 3 | 2022 |
| Group Activity Recognition in Visual Data: A Retrospective Analysis of Recent Advancements S Sattar, Y Sattar, M Shahzad, MM Fraz 2021 International Conference On Digital Futures And Transformative …, 2021 | 2 | 2021 |
| A simple framework for learning stabilizable systems Y Sattar, S Oymak 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 2 | 2019 |
| Accurate reconstruction of finite rate of innovation signals on the sphere Y Sattar, Z Khalid, RA Kennedy ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 2 | 2019 |
| Robust reconstruction of spherical signals with finite rate of innovation Y Sattar, Z Khalid, RA Kennedy 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 2 | 2017 |
| Random Features Approximation for Control-Affine Systems K Kazemian, Y Sattar, S Dean arXiv preprint arXiv:2406.06514, 2024 | 1 | 2024 |
| Estimation of Groundwater Storage Variations in Indus River Basin Using Grace Data Y Sattar, Z Khalid ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 1 | 2021 |
| Learning Linear Dynamics from Bilinear Observations Y Sattar, Y Jedra, S Dean arXiv preprint arXiv:2409.16499, 2024 | | 2024 |
| The Sample Complexity of Learning Dynamical Systems Y Sattar University of California, Riverside, 2023 | | 2023 |
Samet OymakEECS Prof @ University of MichiganVerified email at umich.edu