Mattia Zorzi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 59

Top Topics

Graphical Models

Alternating Minimization

Top Venues

IEEE Trans. Autom. Control.

Publications

Mattia Zorzi, Shenglun Yi
On the convergence of degenerate risk sensitive filters. Syst. Control. Lett. 185 (2024)
Bin Zhu, Mattia Zorzi
Analyzing the impact of regularization on REMSE. Autom. 163 (2024)
Lucia Falconi, Augusto Ferrante, Mattia Zorzi
A Robust Approach to ARMA Factor Modeling. IEEE Trans. Autom. Control. 69 (2) (2024)
Mattia Zorzi
A Second-Order Generalization of TC and DC Kernels. IEEE Trans. Autom. Control. 69 (6) (2024)
Davide Ghion, Mattia Zorzi
Robust distributed Kalman filtering with event-triggered communication. J. Frankl. Inst. 360 (18) (2023)
Daniele Alpago, Mattia Zorzi, Augusto Ferrante
Data-Driven Link Prediction Over Graphical Models. IEEE Trans. Autom. Control. 68 (4) (2023)
Bin Zhu, Mattia Zorzi
A Well-Posed Multidimensional Rational Covariance and Generalized Cepstral Extension Problem. SIAM J. Control. Optim. 61 (3) (2023)
Lucia Falconi, Augusto Ferrante, Mattia Zorzi
-periodogram. Autom. 147 (2023)
Giorgio Picci, Lucia Falconi, Augusto Ferrante, Mattia Zorzi
Hidden factor estimation in Dynamic Generalized Factor Analysis models. Autom. 149 (2023)
Bin Zhu, Mattia Zorzi
A Weaker Regularity Condition for the Multidimensional ν-Moment Problem. IEEE Control. Syst. Lett. 7 (2023)
Shenglun Yi, Mattia Zorzi
Robust extended Kalman smoothing under model uncertainties. ICSTCC (2023)
Lucia Falconi, Augusto Ferrante, Mattia Zorzi
Distributionally Robust LQG control under Distributed Uncertainty. CoRR (2023)
Shenglun Yi, Mattia Zorzi
Robust fixed-lag smoothing under model perturbations. J. Frankl. Inst. 360 (1) (2023)
Giorgio Picci, Lucia Falconi, Augusto Ferrante, Mattia Zorzi
Hidden Factor estimation in Dynamic Generalized Factor Analysis Models. CoRR (2022)
Elvina Gindullina, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
Generalized DCM models for pre-filtering compensation. CDC (2022)
Mattia Zorzi
Nonparametric identification of Kronecker networks. Autom. 145 (2022)
Lucia Falconi, Augusto Ferrante, Mattia Zorzi
A new perspective on robust performance for LQG control problems. CDC (2022)
Daniele Alpago, Mattia Zorzi, Augusto Ferrante
A Scalable Strategy for the Identification of Latent-Variable Graphical Models. IEEE Trans. Autom. Control. 67 (7) (2022)
Shenglun Yi, Mattia Zorzi
Robust Kalman Filtering Under Model Uncertainty: The Case of Degenerate Densities. IEEE Trans. Autom. Control. 67 (7) (2022)
Davide Ghion, Mattia Zorzi
Distributed Kalman filtering with event-triggered communication: a robust approach. MED (2022)
Elvina Gindullina, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
Estimating Effective Connectivity using Brain Partitioning. CDC (2021)
Alberta Longhini, Michele Perbellini, Stefano Gottardi, Shenglun Yi, Hao Liu, Mattia Zorzi
Learning the tuned liquid damper dynamics by means of a robust EKF. ACC (2021)
Mattia Zorzi
Optimal Transport between Gaussian random fields. MED (2021)
Bin Zhu, Augusto Ferrante, Johan Karlsson, Mattia Zorzi
M2-spectral estimation: A relative entropy approach. Autom. 125 (2021)
Mattia Zorzi
Optimal Transport Between Gaussian Stationary Processes. IEEE Trans. Autom. Control. 66 (10) (2021)
Bin Zhu, Augusto Ferrante, Johan Karlsson, Mattia Zorzi
Spectral Estimation: A Flexible Approach Ensuring Rational Solutions. SIAM J. Control. Optim. 59 (4) (2021)
Alessandro Emanuele, Francesco Gasparotto, Giacomo Guerra, Mattia Zorzi
Robust Distributed Kalman Filtering: On the Choice of the Local Tolerance. Sensors 20 (11) (2020)
Shenglun Yi, Mattia Zorzi
Low-rank Kalman filtering under model uncertainty. CDC (2020)
Mattia Zorzi
Autoregressive identification of Kronecker graphical models. Autom. 119 (2020)
Francesca Crescente, Lucia Falconi, Federica Rozzi, Augusto Ferrante, Mattia Zorzi
Learning AR factor models. CDC (2020)
Mattia Zorzi
A new kernel-based approach for spectral estimation. ECC (2020)
Daniele Alpago, Mattia Zorzi, Augusto Ferrante
Link Prediction: A Graphical Model Approach. ECC (2020)
Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Silvio Traversaro, Alessandro Chiuso
Derivative-Free Online Learning of Inverse Dynamics Models. IEEE Trans. Control. Syst. Technol. 28 (3) (2020)
Tommaso Benciolini, Tommaso Grigoletto, Mattia Zorzi
Image compression by means of the multidimensional circulant covariance extension problem - Revisited. CDC (2020)
Mattia Zorzi
Distributed Kalman Filtering Under Model Uncertainty. IEEE Trans. Control. Netw. Syst. 7 (2) (2020)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Learning Latent Variable Dynamic Graphical Models by Confidence Sets Selection. IEEE Trans. Autom. Control. 65 (12) (2020)
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Maurizio Corbetta, Marco Zorzi, Alessandro Chiuso
Sparse DCM for whole-brain effective connectivity from resting-state fMRI data. NeuroImage 208 (2020)
Bin Zhu, Augusto Ferrante, Johan Karlsson, Mattia Zorzi
Fusion of Sensors Data in Automotive Radar Systems: A Spectral Estimation Approach. CDC (2019)
Mattia Zorzi
Graphical model selection for a particular class of continuous-time processes. Kybernetika 55 (5) (2019)
Mattia Zorzi
Empirical Bayesian learning in AR graphical models. Autom. 109 (2019)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Factor Models With Real Data: A Robust Estimation of the Number of Factors. IEEE Trans. Autom. Control. 64 (6) (2019)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
An alternating minimization algorithm for Factor Analysis. Kybernetika 55 (4) (2019)
Mattia Zorzi, Bernard C. Levy
Robust Kalman Filtering: Asymptotic Analysis of the Least Favorable Model. CDC (2018)
Mattia Zorzi
Learning Quasi-Kronecker Product Graphical Models. CDC (2018)
Daniele Alpago, Mattia Zorzi, Augusto Ferrante
Identification of Sparse Reciprocal Graphical Models. IEEE Control. Syst. Lett. 2 (4) (2018)
Mattia Zorzi, Alessandro Chiuso
The harmonic analysis of kernel functions. Autom. 94 (2018)
Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Silvio Traversaro, Alessandro Chiuso
Derivative-free online learning of inverse dynamics models. CoRR (2018)
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
The role of noise modeling in the estimation of resting-state brain effective connectivity. CoRR (2018)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Robust Identification of "Sparse Plus Low-rank" Graphical Models: An Optimization Approach. CDC (2018)
Valentina Ciccone, Augusto Ferrante, Mattia Zorzi
Factor analysis with finite data. CDC (2017)
Mattia Zorzi, Alessandro Chiuso
Sparse plus low rank network identification: A nonparametric approach. Autom. 76 (2017)
Mattia Zorzi
Robust Kalman Filtering Under Model Perturbations. IEEE Trans. Autom. Control. 62 (6) (2017)
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
Estimating effective connectivity in linear brain network models. CDC (2017)
Mattia Zorzi
Convergence Analysis of a Family of Robust Kalman Filters Based on the Contraction Principle. SIAM J. Control. Optim. 55 (5) (2017)
Mattia Zorzi
On the robustness of the Bayes and Wiener estimators under model uncertainty. Autom. 83 (2017)
Diego Romeres, Mattia Zorzi, Raffaello Camoriano, Alessandro Chiuso
Online semi-parametric learning for inverse dynamics modeling. CDC (2016)
Mattia Zorzi, Rodolphe Sepulchre
AR Identification of Latent-Variable Graphical Models. IEEE Trans. Autom. Control. 61 (9) (2016)
Diego Romeres, Mattia Zorzi, Alessandro Chiuso
Online semi-parametric learning for inverse dynamics modeling. CoRR (2016)
Bernard C. Levy, Mattia Zorzi
A Contraction Analysis of the Convergence of Risk-Sensitive Filters. SIAM J. Control. Optim. 54 (4) (2016)
Mattia Zorzi
An interpretation of the dual problem of the THREE-like approaches. Autom. 62 (2015)
Mattia Zorzi, Bernard C. Levy
On the convergence of a risk sensitive like filter. CDC (2015)
Mattia Zorzi, Rodolphe Sepulchre
Factor analysis of moving average processes. ECC (2015)
Mattia Zorzi
Multivariate Spectral Estimation Based on the Concept of Optimal Prediction. IEEE Trans. Autom. Control. 60 (6) (2015)
Francesco Fraccaroli, Andrea Peruffo, Mattia Zorzi
A new recursive least squares method with multiple forgetting schemes. CDC (2015)
Raphaël Liégeois, Bamdev Mishra, Mattia Zorzi, Rodolphe Sepulchre
Sparse plus low-rank autoregressive identification in neuroimaging time series. CDC (2015)
Mattia Zorzi, Alessandro Chiuso
A Bayesian approach to sparse plus low rank network identification. CDC (2015)
Raphaël Liégeois, Bamdev Mishra, Mattia Zorzi, Rodolphe Sepulchre
Sparse plus low-rank autoregressive identification in neuroimaging time series. CoRR (2015)
Mattia Zorzi
A New Family of High-Resolution Multivariate Spectral Estimators. IEEE Trans. Autom. Control. 59 (4) (2014)
Mattia Zorzi, Francesco Ticozzi, Augusto Ferrante
Minimum Relative Entropy for Quantum Estimation: Feasibility and General Solution. IEEE Trans. Inf. Theory 60 (1) (2014)
Mattia Zorzi, Francesco Ticozzi, Augusto Ferrante
Minimal resources identifiability and estimation of quantum channels. Quantum Inf. Process. 13 (3) (2014)
Mattia Zorzi
Rational approximations of spectral densities based on the Alpha divergence. Math. Control. Signals Syst. 26 (2) (2014)
Bernard C. Levy, Mattia Zorzi
A Contraction Analysis of the Convergence of Risk-Sensitive Filters CoRR (2013)
Mattia Zorzi, Francesco Ticozzi, Augusto Ferrante
Minimum Relative Entropy for Quantum Estimation: Feasibility and General Solution CoRR (2013)
Mattia Zorzi, Francesco Ticozzi, Augusto Ferrante
Estimation of quantum channels: Identifiability and ML methods. CDC (2012)
Mattia Zorzi, Augusto Ferrante
On the estimation of structured covariance matrices. Autom. 48 (9) (2012)
Augusto Ferrante, Michele Pavon, Mattia Zorzi
A Maximum Entropy Enhancement for a Family of High-Resolution Spectral Estimators. IEEE Trans. Autom. Control. 57 (2) (2012)
Roberto Corvaja, Ivan Capraro, Alberto Dall'Arche, Nicola Dalla Pozza, Francesca Gerlin, Andrea Tomaello, Mattia Zorzi, Antonio Assalini, Augusto Ferrante, Gianfranco L. Pierobon, Francesco Ticozzi, Giuseppe Vallone, Paolo Villoresi
Engineering a long distance free-space quantum channel. ISABEL (2011)