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othmane mazhar
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Finite impulse response models: A non-asymptotic analysis of the least squares estimator
B Djehiche, O Mazhar, CR Rojas
82021
Efficient learning of hidden state LTI state space models of unknown order
B Djehiche, O Mazhar
arXiv preprint arXiv:2202.01625, 2022
52022
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
52018
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
42022
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
32021
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
12023
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
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Artículos 1–8