InstitucionesIdentificadores de autorPeriodo de publicación recogido
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Stable spline identification of linear systems under missing data
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Nº. 108, 2019
Fast robust methods for singular state-space models
Jonathan Jonker, Aleksandr Aravkin, J.V. Burke, Gianluigi Pillonetto, Sarah Webster
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Nº. 105, 2019, págs. 399-405
Prediction-error identification of LPV systems: A nonparametric Gaussian regression approach
Mohamed Abdelmonim Hassan Darwish, Pepijn Cox-, Ioannis Proimadis, Gianluigi Pillonetto, Roland Tóth
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Nº. 97, 2018, págs. 92-103
On the stability of reproducing kernel Hilbert spaces of discrete-time impulse responses
Tianshi Chen, Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Nº. 95, 2018, págs. 529-533
System identification using kernel-based regularization: New insights on stability and consistency issues
Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 93, 2018, págs. 321-332
The generalized cross validation filter
Giulio Bottegal, Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 90, 2018, págs. 130-137
The quest for the right kernel in Bayesian impulse response identification: The use of OBFs
Mohamed Darwish, Gianluigi Pillonetto, Roland Tóth
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 87, 2018, págs. 318-329
Generalized Kalman smoothing: Modeling and algorithms
Aleksandr Aravkin, J.V. Burke, Lennart Ljung, Aurelie Lozano, Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 86, 2017, págs. 63-86
A new kernel-based approach to system identification with quantized output data
Giulio Bottegal, Håkan Hjalmarsson, Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 85, 2017, págs. 145-152
Multi-robots Gaussian estimation and coverage control: From client–server to peer-to-peer architectures
Marco Todescato, Andrea Carron, Ruggero Carli, Gianluigi Pillonetto, Luca Schenato
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 80, 2017, págs. 284-294
Maximum Entropy vector kernels for MIMO system identification
Giulia Prando, Alessandro Chiuso, Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 79, 2017, págs. 326-339
A new kernel-based approach to hybrid system identification
Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 70, 2016, págs. 21-31
Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 69, 2016, págs. 137-149
Robust EM kernel-based methods for linear system identification
Giulio Bottegal, Aleksandr Aravkin, Håkan Hjalmarsson, Gianluigi Pillonetto
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 67, 2016, págs. 114-126
Gianluigi Pillonetto, Alessandro Chiuso
Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 58, 2015, págs. 106-117
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