Non-asymptotic state-space identification of closed-loop stochastic linear systems using instrumental variables S Szentpéteri, BC Csáji Systems & Control Letters 178, 105565, 2023 | 6 | 2023 |
Sample Complexity of the Sign-Perturbed Sums Identification Method: Scalar Case S Szentpéteri, BC Csáji IFAC-PapersOnLine 56 (2), 10363-10370, 2023 | 5 | 2023 |
Sample complexity of the Sign-Perturbed Sums method S Szentpéteri, BC Csáji Automatica, 112020, 2024 | 1 | 2024 |
Finite-Sample Identification of Linear Regression Models With Residual-Permuted Sums S Szentpéteri, BC Csáji IEEE Control Systems Letters, 2024 | 1 | 2024 |
Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions A Tamás, S Szentpéteri, B Csáji International Conference on Artificial Intelligence and Statistics, 3439-3447, 2024 | 1 | 2024 |
Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression S Szentpéteri, BC Csáji arXiv preprint arXiv:2409.08801, 2024 | | 2024 |
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits A Tamás, S Szentpéteri, BC Csáji arXiv preprint arXiv:2406.05710, 2024 | | 2024 |
Reinforcement Learning Based Resource Management for CAR T-Cell Therapies S Szentpéteri, KB Kis, P Egri, C Sanges, S Danhof, K Mestermann, ... Procedia CIRP 125, 154-159, 2024 | | 2024 |