| PAC-Bayesian theory for stochastic LTI systems D Eringis, J Leth, ZH Tan, R Wisniewski, AF Esfahani, M Petreczky 2021 60th IEEE Conference on Decision and Control (CDC), 6626-6633, 2021 | 12 | 2021 |
| PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky arXiv preprint arXiv:2303.16816, 2023 | 4 | 2023 |
| Explicit construction of the minimum error variance estimator for stochastic LTI state-space systems D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky arXiv preprint arXiv:2109.02384, 2021 | 4 | 2021 |
| Pac-bayes generalisation bounds for dynamical systems including stable rnns D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 11901 …, 2024 | 3 | 2024 |
| LPV based control of glucose concentration in type 2 diabetes D Eringis, PA Munk, BK Andersen, RS Suresh, J Leth IFAC-PapersOnLine 53 (2), 16386-16393, 2020 | 3 | 2020 |
| Explicit construction of the minimum error variance estimator for stochastic LTI-ss systems D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky Automatica 153, 111018, 2023 | 2 | 2023 |
| PAC-Bayesian-like error bound for a class of linear time-invariant stochastic state-space models D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky arXiv preprint arXiv:2212.14838, 2022 | 2 | 2022 |
| PAC-Bayesian error bound, via Rényi divergence, for a class of linear time-invariant state-space models D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky 41st International Conference on Machine Learning 235, 12560-12587, 2024 | | 2024 |
| Learning with guarantees: A PAC-Bayesian approach to learning time-series. D Eringis | | 2024 |
| Learning-Based Predictive Control with Gaussian Processes: An Application to Urban Drainage Networks KM Balla, D Eringis, M Al Ahdab, JD Bendtsen, CS Kallesøe, ... 2022 American Control Conference (ACC), 4627-4633, 2022 | | 2022 |
| Optimal Prediction of Unmeasured Output from Measurable Outputs In LTI Systems. D Eringis, J Leth, ZH Tan, R Wisniewski, M Petreczky CoRR, 2021 | | 2021 |
John LethAssociate ProfessorПотвърден имейл адрес: es.aau.dk