Finite impulse response models: A non-asymptotic analysis of the least squares estimator B Djehiche, O Mazhar, CR Rojas | 8 | 2021 |
Efficient learning of hidden state LTI state space models of unknown order B Djehiche, O Mazhar arXiv preprint arXiv:2202.01625, 2022 | 6 | 2022 |
Bayesian model selection for change point detection and clustering O Mazhar, C Rojas, C Fischione, MR Hesamzadeh International Conference on Machine Learning, 3433-3442, 2018 | 5 | 2018 |
Finite-sample analysis of identification of switched linear systems with arbitrary or restricted switching S Shi, O Mazhar, B De Schutter IEEE Control Systems Letters 7, 121-126, 2022 | 4 | 2022 |
Non asymptotic estimation lower bounds for LTI state space models with Cram\'er-Rao and van Trees B Djehiche, O Mazhar arXiv preprint arXiv:2109.08582, 2021 | 3 | 2021 |
Regret analysis of learning-based linear quadratic gaussian control with additive exploration A Athrey, O Mazhar, M Guo, B De Schutter, S Shi arXiv preprint arXiv:2311.02679, 2023 | 1 | 2023 |
Data driven modeling in the presence of time series structure:: Improved bounds and effective algorithms O Mazhar Kungliga Tekniska högskolan, 2022 | | 2022 |
Optimal consensus and opinion dynamics O Mazhar | | 2016 |