Algo Carè

40 papers Journal 24Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scenario Approach with Post-Design Certification of User-Specified Properties.
CoRR
Algo Carè, Marco C. Campi, Simone Garatti
2025 — conf
A Scenario-Based Approach for Stochastic Economic Model Predictive Control with an Expected Shortfall Constraint.
CDC
Alireza Arastou, Algo Carè, Ye Wang, Marco C. Campi, Erik Weyer
2025 J jnl
A Scenario-Based Approach for Stochastic Economic Model Predictive Control with an Expected Shortfall Constraint.
CoRR
Alireza Arastou, Algo Carè, Ye Wang, Marco C. Campi, Erik Weyer
2025 — conf
Post-Design Verification in the Scenario Approach.
CDC
Algo Carè, Marco C. Campi, Simone Garatti
2025 J jnl
Risk Analysis and Design Against Adversarial Actions.
CoRR
Marco C. Campi, Algo Carè, Luis G. Crespo, Simone Garatti, Federico A. Ramponi
2025 J jnl
Signed-Perturbed Sums Estimation of ARX Systems: Exact Coverage and Strong Consistency.
SIAM J. Control. Optim.
Algo Carè, Erik Weyer, Balázs Csanád Csáji, Marco C. Campi
2024 — conf
Average number of mistakes in sequential risk-averse scenario decision-making.
CDC
Simone Garatti, Algo Carè, Marco C. Campi
2024 J jnl
Signed-Perturbed Sums Estimation of ARX Systems: Exact Coverage and Strong Consistency (Extended Version).
CoRR
Algo Carè, Erik Weyer, Balázs Csanád Csáji, Marco C. Campi
2023 J jnl
Complexity Is an Effective Observable to Tune Early Stopping in Scenario Optimization.
IEEE Trans. Autom. Control.
Simone Garatti, Algo Carè, Marco Claudio Campi
2022 J jnl
A simple condition for the boundedness of Sign-Perturbed-Sums (SPS) confidence regions.
Autom.
Algo Carè
2022 J jnl
Bayesian frequentist bounds for machine learning and system identification.
Autom.
Giacomo Baggio, Algo Carè, Anna Scampicchio, Gianluigi Pillonetto
2022 — conf
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements.
CDC
Giacomo Baggio, Algo Carè, Gianluigi Pillonetto
2022 J jnl
State Conditional Filtering.
IEEE Trans. Autom. Control.
Algo Carè, Marco Claudio Campi, Erik Weyer
2021 J jnl
A Theory of the Risk for Empirical CVaR with Application to Portfolio Selection.
J. Syst. Sci. Complex.
Giorgio Arici, Marco C. Campi, Algo Carè, Marco Dalai, Federico A. Ramponi
2021 J jnl
Facing undermodelling in Sign-Perturbed-Sums system identification.
Syst. Control. Lett.
Algo Carè, Marco Claudio Campi, Balázs Csanád Csáji, Erik Weyer
2021 J jnl
Novel Bounds on the Probability of Misclassification in Majority Voting: Leveraging the Majority Size.
IEEE Control. Syst. Lett.
A. T. J. R. Cobbenhagen, Algo Carè, Marco C. Campi, Federico A. Ramponi, Duarte J. Antunes, W. P. M. H. Heemels
2021 J jnl
The scenario approach: A tool at the service of data-driven decision making.
Annu. Rev. Control.
Marco C. Campi, Algo Carè, Simone Garatti
2020 J jnl
Estimation of Accurate and Calibrated Uncertainties in Deterministic models.
CoRR
Enrico Camporeale, Algo Carè
2019 J jnl
A Scenario-Based Stochastic MPC Approach for Problems With Normal and Rare Operations With an Application to Rivers.
IEEE Trans. Control. Syst. Technol.
Hasan Arshad Nasir, Algo Carè, Erik Weyer
2019 — conf
A Toolbox for Virtual Reference Feedback Tuning (VRFT).
ECC
Algo Carè, Fabrizio Torricelli, Marco C. Campi, Sergio M. Savaresi
2019 J jnl
Deterministic continuous-time Virtual Reference Feedback Tuning (VRFT) with application to PID design.
Syst. Control. Lett.
Simone Formentin, Marco C. Campi, Algo Carè, Sergio M. Savaresi
2019 J jnl
On a class of interval predictor models with universal reliability.
Autom.
Simone Garatti, Marco C. Campi, Algo Carè
2019 J jnl
On the Poisson Equation of Parameter-Dependent Markov Chains.
CoRR
Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi
2019 — conf
Parameter-Dependent Poisson Equations: Tools for Stochastic Approximation in a Markovian Framework.
CDC
Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi
2019 J jnl
The wait-and-judge scenario approach applied to antenna array design.
Comput. Manag. Sci.
Algo Carè, Simone Garatti, Marco C. Campi
2018 J jnl
A New Classification Algorithm With Guaranteed Sensitivity and Specificity for Medical Applications.
IEEE Control. Syst. Lett.
Algo Carè, Federico A. Ramponi, Marco C. Campi
2018 J jnl
Finite-Sample System Identification: An Overview and a New Correlation Method.
IEEE Control. Syst. Lett.
Algo Carè, Balázs Csanád Csáji, Marco C. Campi, Erik Weyer
2018 — conf
Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS Approach.
MLSP
Algo Carè, Gianluigi Pillonetto, Marco C. Campi
2017 — conf
Ventricular defibrillation: Classification with G.E.M. and a roadmap for future investigations.
CDC
Fabio Baronio, Manuela Baronio, Marco C. Campi, Algo Carè, Simone Garatti, Giovanna Perone
2016 — conf
A randomised approach to Multiple Chance-Constrained Problems: An application to flood avoidance.
CDC
Hasan Arshad Nasir, Algo Carè, Erik Weyer
2016 — conf
Control of rivers with flood avoidance.
AuCC
Hasan Arshad Nasir, Algo Carè, Erik Weyer
2016 — conf
Sign-Perturbed Sums (SPS) with asymmetric noise: Robustness analysis and robustification techniques.
CDC
Algo Carè, Balázs Csanád Csáji, Marco C. Campi
2015 — conf
A randomised approach to flood control using Value-at-Risk.
CDC
Hasan Arshad Nasir, Algo Carè, Erik Weyer
2015 J jnl
Scenario Min-Max Optimization and the Risk of Empirical Costs.
SIAM J. Optim.
Algo Carè, Simone Garatti, Marco C. Campi
2015 — conf
Sign-Perturbed Sums (SPS) with instrumental variables for the identification of ARX systems.
CDC
Valerio Volpe, Balázs Csanád Csáji, Algo Carè, Erik Weyer, Marco C. Campi
2014 — conf
Empirical cost distribution: A scenario approach to the construction of probability boxes with application to channel equalization.
ECC
Algo Carè, Simone Garatti, Marco C. Campi
2014 J jnl
FAST - Fast Algorithm for the Scenario Technique.
Oper. Res.
Algo Carè, Simone Garatti, Marco C. Campi
2013 — conf
Least squares estimates and the coverage of least squares costs.
CDC
Algo Carè, Simone Garatti, Marco C. Campi
2013 J jnl
Random Convex Programs with L
SIAM J. Control. Optim.
Marco C. Campi, Algo Carè
2011 — conf
Randomized min-max optimization: The exact risk of multiple cost levels.
CDC/ECC
Algo Carè, Simone Garatti, Marco C. Campi