Electronic pre-prints of the following publications are available only for personal use and must abide to copyrights of the publisher.
IEEE-copyright notice: Copyright 199x IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Elsevier copyrights: pamphlet
IFAC copyrights notice
Publications Lists [ all BibTeX ]
Publications of author Mattia Zorzi
20XX
M. Zorzi. Convergence analysis of a family of robust Kalman filters based on the contraction principle. SIAM J. Optimization Control, (to appear), 20XX [BibTeX]
V. Ciccone, A. Ferrante, M. Zorzi. Factor analysis with finite data. 56th IEEE Conference on Decision and Control, pp. submitted, 20XX [BibTeX]
M. Zorzi. On the Robustness of the Bayes and Wiener Estimators under Model Uncertainty. Automatica, (to appear), 20XX [BibTeX]
2018
M. Zorzi, A. Chiuso. The Harmonic Analysis of Kernel Functions. Automatica - accepted, 2018 [BibTeX]
G. Prando, M. Zorzi, A. Bertoldo, A. Chiuso. The Role of Noise Modeling in the Estimation of Resting-State Brain Effective Connectivity. Proceedings of SYSID 2018 (accepted), 2018 [BibTeX]
2017
G. Prando, M. Zorzi, A. Bertoldo, A. Chiuso. Estimating effective connectivity in linear brain network models. 56th IEEE Conference on Decision and Control, pp. accepted, 2017 [BibTeX]
A. Zenere, M. Zorzi. Model Predictive Control meets robust Kalman filtering. IFAC World Congress, 2017 [BibTeX]
M. Zorzi. Robust Kalman Filtering under Model Perturbations. IEEE Transactions on Automatic Control, vol. 62(6), 2017 [BibTeX]
M. Zorzi, A. Chiuso. Sparse plus Low rank Network Identification: A Nonparamteric Approach. Automatica, vol. 53(2), 2017 [BibTeX]
2016
B. Levy, M. Zorzi. A contraction analysis of the convergence of risk-sensitive filters. SIAM J. Optimization Control,, vol. 54(4), pp. 2154-2173, 2016 [BibTeX]
M. Zorzi, R. Sepulchre. AR identification of Latent-variable Graphical models. IEEE Trans. Aut. Control, vol. 61(9), pp. 2327 - 2340, 2016 [BibTeX]
D. Romeres, M. Zorzi, R. Camoriano, A. Chiuso. Online semi-parametric learning for inverse dynamics modeling. 55th IEEE Conference on Decision and Control, 2016 [BibTeX]
2015
M. Zorzi, A. Chiuso. A Bayesian Approach to Sparse plus Low rank Network Identification. IEEE CDC 2015, 2015 [BibTeX]
M. Zorzi, A. Chiuso. A Bayesian approach to sparse plus low rank network identification. CFE-CMStatistics 2015 Book of Abstracts, 2015 [url] [BibTeX]
F. Fraccaroli, A. Peruffo, M. Zorzi. A new Lest-Squares Method with Multiple Forgetting Schemes. IEEE CDC 2015, 2015 [BibTeX]
M. Zorzi. An Interpretation of the Dual Problem of the THREE-like Approaches. Automatica, vol. 62, pp. 87-92, 2015 [BibTeX]
M. Zorzi, R. Sepulchre. Factor Analysis of Moving Average Processes. European Control Conference, 2015 [BibTeX]
M. Zorzi. Multivariate Spectral Estimation based on the concept of Optimal Prediction. IEEE Trans. Aut. Control, vol. 60(6), pp. 1647-1652, 2015 [BibTeX]
M. Zorzi, B. Levy. On the Convergence of a Risk Sensitive like Filter. IEEE CDC 2015, 2015 [BibTeX]
R. Liegegois, B. Mishra, M. Zorzi, R. Sepulchre. Sparse plus low-rank autoregressive identification in neuroimaging time series. IEEE CDC 2015, 2015 [BibTeX]
2014
M. Zorzi. A new family of high-resolution multivariate spectral estimators. IEEE Trans. Aut. Control, vol. 59(4), pp. 892-904, 2014 [BibTeX]
M. Zorzi, F. Ticozzi, A. Ferrante. Minimal resources identifiability and estimation of quantum channels. Quantum Information Processing, vol. 13(3), pp. 683-707, 2014 [BibTeX]
M. Zorzi, F. Ticozzi, A. Ferrante. Minimum relative entropy for quantum estimation: Feasibility and general solution. IEEE Trans. Inf. Theory, vol. 60(1), pp. 357-367, 2014 [BibTeX]
M. Zorzi. Rational approximations of spectral densities based on the Alpha divergence. Math. Control Signals Syst, vol. 26(2), pp. 259-278, 2014 [BibTeX]
2012
A. Ferrante, M. Pavon, M. Zorzi. A maximum entropy enhancement for a family of high-resolution spectral estimators. IEEE Trans. Aut. Control, vol. 57(2), pp. 318-329, 2012 [url] [BibTeX]
M. Zorzi, F. Ticozzi, A. Ferrante. Estimation of Quantum Channels: Identifiability and ML Methods. 51st IEEE Conference on Decision and Control (CDC 2012), 2012 [BibTeX]
M. Zorzi, A. Ferrante. On the estimation of structured covariance matrices. Automatica, vol. 48(9), pp. 2145-2151, 2012 [url] [BibTeX]
A. Ferrante, M. Pavon, M. Zorzi. Structured covariance estimation in high resolution spectral analysis. Proc. of Int. Symp. Mathematical Theory of Network and Systems, MTNS 2012, 2012 [BibTeX]
2011
Aavv, M. Zorzi, A. Ferrante, F. Ticozzi. Engineering a Long Distance Free-Space Quantum Channel. Isabel, 2011 [BibTeX]
2010
A. Ferrante, M. Pavon, M. Zorzi. Application of a global inverse function theorem of Byrnes and Lindquist to a multivariable moment problem with complexity constraint. Three Decades of Progress in Control Sciences, pp. 153-167, 2010 [BibTeX]