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Algo Carè
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Journal Articles
- 2023
- [j17]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): 928-942 (2023) - 2022
- [j16]Algo Carè
:
A simple condition for the boundedness of Sign-Perturbed-Sums (SPS) confidence regions. Autom. 139: 110150 (2022) - [j15]Giacomo Baggio, Algo Carè, Anna Scampicchio, Gianluigi Pillonetto:
Bayesian frequentist bounds for machine learning and system identification. Autom. 146: 110599 (2022) - [j14]Algo Carè
, Marco Claudio Campi
, Erik Weyer
:
State Conditional Filtering. IEEE Trans. Autom. Control. 67(7): 3381-3395 (2022) - 2021
- [j13]Marco C. Campi
, Algo Carè
, Simone Garatti
:
The scenario approach: A tool at the service of data-driven decision making. Annu. Rev. Control. 52: 1-17 (2021) - [j12]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): 1513-1518 (2021) - [j11]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): 1879-1894 (2021) - [j10]Algo Carè
, Marco Claudio Campi, Balázs Csanád Csáji, Erik Weyer
:
Facing undermodelling in Sign-Perturbed-Sums system identification. Syst. Control. Lett. 153: 104936 (2021) - 2019
- [j9]Simone Garatti, Marco C. Campi, Algo Carè
:
On a class of interval predictor models with universal reliability. Autom. 110 (2019) - [j8]Algo Carè
, Simone Garatti
, Marco C. Campi
:
The wait-and-judge scenario approach applied to antenna array design. Comput. Manag. Sci. 16(3): 481-499 (2019) - [j7]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: 25-34 (2019) - [j6]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): 1397-1410 (2019) - 2018
- [j5]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): 61-66 (2018) - [j4]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): 393-398 (2018) - 2015
- [j3]Algo Carè
, Simone Garatti
, Marco C. Campi:
Scenario Min-Max Optimization and the Risk of Empirical Costs. SIAM J. Optim. 25(4): 2061-2080 (2015) - 2014
- [j2]Algo Carè
, Simone Garatti
, Marco C. Campi:
FAST - Fast Algorithm for the Scenario Technique. Oper. Res. 62(3): 662-671 (2014) - 2013
- [j1]Marco C. Campi, Algo Carè
:
Random Convex Programs with L1-Regularization: Sparsity and Generalization. SIAM J. Control. Optim. 51(5): 3532-3557 (2013)
Conference and Workshop Papers
- 2022
- [c13]Giacomo Baggio, Algo Carè, Gianluigi Pillonetto:
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements. CDC 2022: 2789-2794 - 2019
- [c12]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: 2259-2264 - [c11]Algo Carè
, Fabrizio Torricelli, Marco C. Campi, Sergio M. Savaresi:
A Toolbox for Virtual Reference Feedback Tuning (VRFT). ECC 2019: 4252-4257 - 2018
- [c10]Algo Carè
, Gianluigi Pillonetto, Marco C. Campi:
Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS Approach. MLSP 2018: 1-6 - 2017
- [c9]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: 2718-2723 - 2016
- [c8]Hasan Arshad Nasir, Algo Carè
, Erik Weyer:
Control of rivers with flood avoidance. AuCC 2016: 141-146 - [c7]Algo Carè
, Balázs Csanád Csáji, Marco C. Campi:
Sign-Perturbed Sums (SPS) with asymmetric noise: Robustness analysis and robustification techniques. CDC 2016: 262-267 - [c6]Hasan Arshad Nasir, Algo Carè
, Erik Weyer:
A randomised approach to Multiple Chance-Constrained Problems: An application to flood avoidance. CDC 2016: 6216-6221 - 2015
- [c5]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: 2115-2120 - [c4]Hasan Arshad Nasir
, Algo Carè
, Erik Weyer
:
A randomised approach to flood control using Value-at-Risk. CDC 2015: 3939-3944 - 2014
- [c3]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: 2204-2209 - 2013
- [c2]Algo Carè
, Simone Garatti
, Marco C. Campi:
Least squares estimates and the coverage of least squares costs. CDC 2013: 6025-6030 - 2011
- [c1]Algo Carè
, Simone Garatti
, Marco C. Campi:
Randomized min-max optimization: The exact risk of multiple cost levels. CDC/ECC 2011: 7794-7799
Informal and Other Publications
- 2024
- [i3]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 abs/2402.11528 (2024) - 2020
- [i2]Enrico Camporeale, Algo Carè:
Estimation of Accurate and Calibrated Uncertainties in Deterministic models. CoRR abs/2003.05103 (2020) - 2019
- [i1]Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi:
On the Poisson Equation of Parameter-Dependent Markov Chains. CoRR abs/1906.09464 (2019)
Coauthor Index
aka: Marco Claudio Campi
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