Algo Carè

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Poisson Equation

Dempster Shafer

Top Venues

IEEE Control. Syst. Lett.

Publications

Algo Carè, Erik Weyer, Balázs Csanád Csáji, Marco C. Campi
Signed-Perturbed Sums Estimation of ARX Systems: Exact Coverage and Strong Consistency (Extended Version). CoRR (2024)
Simone Garatti, Algo Carè, Marco Claudio Campi
Complexity Is an Effective Observable to Tune Early Stopping in Scenario Optimization. IEEE Trans. Autom. Control. 68 (2) (2023)
Giacomo Baggio, Algo Carè, Anna Scampicchio, Gianluigi Pillonetto
Bayesian frequentist bounds for machine learning and system identification. Autom. 146 (2022)
Algo Carè, Marco Claudio Campi, Erik Weyer
State Conditional Filtering. IEEE Trans. Autom. Control. 67 (7) (2022)
Giacomo Baggio, Algo Carè, Gianluigi Pillonetto
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements. CDC (2022)
Algo Carè
A simple condition for the boundedness of Sign-Perturbed-Sums (SPS) confidence regions. Autom. 139 (2022)
Giorgio Arici, Marco C. Campi, Algo Carè, Marco Dalai, Federico A. Ramponi
A Theory of the Risk for Empirical CVaR with Application to Portfolio Selection. J. Syst. Sci. Complex. 34 (5) (2021)
Marco C. Campi, Algo Carè, Simone Garatti
The scenario approach: A tool at the service of data-driven decision making. Annu. Rev. Control. 52 (2021)
Algo Carè, Marco Claudio Campi, Balázs Csanád Csáji, Erik Weyer
Facing undermodelling in Sign-Perturbed-Sums system identification. Syst. Control. Lett. 153 (2021)
A. T. J. R. Cobbenhagen, Algo Carè, Marco C. Campi, Federico A. Ramponi, Duarte J. Antunes, W. P. M. H. Heemels
Novel Bounds on the Probability of Misclassification in Majority Voting: Leveraging the Majority Size. IEEE Control. Syst. Lett. 5 (5) (2021)
Enrico Camporeale, Algo Carè
Estimation of Accurate and Calibrated Uncertainties in Deterministic models. CoRR (2020)
Algo Carè, Fabrizio Torricelli, Marco C. Campi, Sergio M. Savaresi
A Toolbox for Virtual Reference Feedback Tuning (VRFT). ECC (2019)
Simone Formentin, Marco C. Campi, Algo Carè, Sergio M. Savaresi
Deterministic continuous-time Virtual Reference Feedback Tuning (VRFT) with application to PID design. Syst. Control. Lett. 127 (2019)
Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi
On the Poisson Equation of Parameter-Dependent Markov Chains. CoRR (2019)
Hasan Arshad Nasir, Algo Carè, Erik Weyer
A Scenario-Based Stochastic MPC Approach for Problems With Normal and Rare Operations With an Application to Rivers. IEEE Trans. Control. Syst. Technol. 27 (4) (2019)
Simone Garatti, Marco C. Campi, Algo Carè
On a class of interval predictor models with universal reliability. Autom. 110 (2019)
Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi
Parameter-Dependent Poisson Equations: Tools for Stochastic Approximation in a Markovian Framework. CDC (2019)
Algo Carè, Simone Garatti, Marco C. Campi
The wait-and-judge scenario approach applied to antenna array design. Comput. Manag. Sci. 16 (3) (2019)
Algo Carè, Gianluigi Pillonetto, Marco C. Campi
Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS Approach. MLSP (2018)
Algo Carè, Balázs Csanád Csáji, Marco C. Campi, Erik Weyer
Finite-Sample System Identification: An Overview and a New Correlation Method. IEEE Control. Syst. Lett. 2 (1) (2018)
Algo Carè, Federico A. Ramponi, Marco C. Campi
A New Classification Algorithm With Guaranteed Sensitivity and Specificity for Medical Applications. IEEE Control. Syst. Lett. 2 (3) (2018)
Fabio Baronio, Manuela Baronio, Marco C. Campi, Algo Carè, Simone Garatti, Giovanna Perone
Ventricular defibrillation: Classification with G.E.M. and a roadmap for future investigations. CDC (2017)
Hasan Arshad Nasir, Algo Carè, Erik Weyer
A randomised approach to Multiple Chance-Constrained Problems: An application to flood avoidance. CDC (2016)
Algo Carè, Balázs Csanád Csáji, Marco C. Campi
Sign-Perturbed Sums (SPS) with asymmetric noise: Robustness analysis and robustification techniques. CDC (2016)
Hasan Arshad Nasir, Algo Carè, Erik Weyer
Control of rivers with flood avoidance. AuCC (2016)
Valerio Volpe, Balázs Csanád Csáji, Algo Carè, Erik Weyer, Marco C. Campi
Sign-Perturbed Sums (SPS) with instrumental variables for the identification of ARX systems. CDC (2015)
Algo Carè, Simone Garatti, Marco C. Campi
Scenario Min-Max Optimization and the Risk of Empirical Costs. SIAM J. Optim. 25 (4) (2015)
Hasan Arshad Nasir, Algo Carè, Erik Weyer
A randomised approach to flood control using Value-at-Risk. CDC (2015)
Algo Carè, Simone Garatti, Marco C. Campi
FAST - Fast Algorithm for the Scenario Technique. Oper. Res. 62 (3) (2014)
Algo Carè, Simone Garatti, Marco C. Campi
Empirical cost distribution: A scenario approach to the construction of probability boxes with application to channel equalization. ECC (2014)
Marco C. Campi, Algo Carè
-Regularization: Sparsity and Generalization. SIAM J. Control. Optim. 51 (5) (2013)
Algo Carè, Simone Garatti, Marco C. Campi
Least squares estimates and the coverage of least squares costs. CDC (2013)
Algo Carè, Simone Garatti, Marco C. Campi
Randomized min-max optimization: The exact risk of multiple cost levels. CDC/ECC (2011)