Sfoglia per Autore
Non-Invasive Continuous-Time Blood Pressure Estimation from a Single Channel PPG Signal using Regularized ARX Models
2018 Acciaroli, G.; Facchinetti, A.; Pillonetto, G.; Sparacino, G.
Identification of stable linear systems via the sequential stabilizing spline algorithm
2018 Pillonetto, Gianluigi; Chiuso, Alessandro
The quest for the right kernel in Bayesian impulse response identification: The use of OBFs
2018 Darwish, Mohamed Abdelmonim Hassan; Pillonetto, Gianluigi; Tóth, Roland
Kernel-based SPS
2018 Pillonetto, Gianluigi; Algo, Care'; Campi, MARCO CLAUDIO
The generalized cross validation filter
2018 Bottegal, Giulio; Pillonetto, Gianluigi
Bayesian strategies for calibrating heteroskedastic static sensors with unknown model structures
2018 Alhashimi, A.; Del Favero, S.; Varagnolo, D.; Gustafsson, T.; Pillonetto, G.
On the stability of reproducing kernel Hilbert spaces of discrete-time impulse responses
2018 Chen, Tianshi; Pillonetto, Gianluigi
System identification using kernel-based regularization: New insights on stability and consistency issues
2018 Pillonetto, Gianluigi
Prediction-error identification of LPV systems: A nonparametric Gaussian regression approach
2018 Darwish, M. A. H.; Cox, P. B.; Proimadis, I.; Pillonetto, G.; Toth, R.
Generalized system identification with stable spline kernels
2018 Aravkin, A. Y.; Burke, J. V.; Pillonetto, G.
Maximum Entropy Vector Kernels for MIMO system identification
2017 Prando, Giulia; Chiuso, Alessandro; Pillonetto, Gianluigi
Multi-robots Gaussian estimation and coverage control: From client–server to peer-to-peer architectures
2017 Todescato, Marco; Carron, Andrea; Carli, Ruggero; Pillonetto, Gianluigi; Schenato, Luca
Statistical bounds for Gaussian regression algorithms based on Karhunen-Loève expansions
2017 Pillonetto, Gianluigi; Schenato, Luca; Varagnolo, Damiano
A new kernel-based approach to system identification with quantized output data
2017 Bottegal, Giulio; Hjalmarsson, Hã¥kan; Pillonetto, Gianluigi
Generalized Kalman smoothing: Modeling and algorithms
2017 Aravkin, Aleksandr; Burke, James V.; Ljung, Lennart; Lozano, Aurelie; Pillonetto, Gianluigi
Stable spline deconvolution for dynamic susceptibility contrast MRI
2017 Peruzzo, Denis; Castellaro, Marco; Pillonetto, Gianluigi; Bertoldo, Alessandra
Distributed Kalman filtering for Time-Space Gaussian Processes * *This work is supported by Progetto di Ateneo CPDA147754/14-New statistical learning approach for multi-agents adaptive estimation and coverage control
2017 Todescato, M.; DALLA LIBERA, Alberto; Carli, R.; Pillonetto, G.; Schenato, L.
Machine learning meets Kalman Filtering
2016 Carron, Andrea; Todescato, Marco; Carli, Ruggero; Schenato, Luca; Pillonetto, Gianluigi
Robust em kernel-based methods for linear system identification
2016 Bottegal, Giulio; Aravkin, Aleksandr Y.; Hjalmarsson, Håkan; Pillonetto, Gianluigi
On-line Bayesian system identification
2016 Romeres, Diego; Prando, Giulia; Pillonetto, Gianluigi; Chiuso, Alessandro
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