Algo Carè

According to our database, Algo Carè authored at least 33 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Signed-Perturbed Sums Estimation of ARX Systems: Exact Coverage and Strong Consistency (Extended Version).

Algo Carè, Erik Weyer, Balázs Csanád Csáji, Marco C. Campi

CoRR, 2024

2023

Complexity Is an Effective Observable to Tune Early Stopping in Scenario Optimization.

Simone Garatti, Algo Carè, Marco Claudio Campi

IEEE Trans. Autom. Control., February, 2023

2022

State Conditional Filtering.

Algo Carè, Marco Claudio Campi, Erik Weyer

IEEE Trans. Autom. Control., 2022

A simple condition for the boundedness of Sign-Perturbed-Sums (SPS) confidence regions.

Algo Carè

Autom., 2022

Bayesian frequentist bounds for machine learning and system identification.

Giacomo Baggio, Algo Carè, Anna Scampicchio, Gianluigi Pillonetto

Autom., 2022

Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements.

Giacomo Baggio, Algo Carè, Gianluigi Pillonetto

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Facing undermodelling in Sign-Perturbed-Sums system identification.

Algo Carè, Marco Claudio Campi, Balázs Csanád Csáji, Erik Weyer

Syst. Control. Lett., 2021

A Theory of the Risk for Empirical CVaR with Application to Portfolio Selection.

Giorgio Arici, Marco C. Campi, Algo Carè, Marco Dalai, Federico A. Ramponi

J. Syst. Sci. Complex., 2021

Novel Bounds on the Probability of Misclassification in Majority Voting: Leveraging the Majority Size.

A. T. J. R. Cobbenhagen, Algo Carè, Marco C. Campi, Federico A. Ramponi, Duarte J. Antunes, W. P. M. H. Heemels

IEEE Control. Syst. Lett., 2021

The scenario approach: A tool at the service of data-driven decision making.

Marco C. Campi, Algo Carè, Simone Garatti

Annu. Rev. Control., 2021

2020

Estimation of Accurate and Calibrated Uncertainties in Deterministic models.

Enrico Camporeale, Algo Carè

CoRR, 2020

2019

A Scenario-Based Stochastic MPC Approach for Problems With Normal and Rare Operations With an Application to Rivers.

Hasan Arshad Nasir, Algo Carè, Erik Weyer

IEEE Trans. Control. Syst. Technol., 2019

Deterministic continuous-time Virtual Reference Feedback Tuning (VRFT) with application to PID design.

Simone Formentin, Marco C. Campi, Algo Carè, Sergio M. Savaresi

Syst. Control. Lett., 2019

On the Poisson Equation of Parameter-Dependent Markov Chains.

Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi

CoRR, 2019

The wait-and-judge scenario approach applied to antenna array design.

Algo Carè, Simone Garatti, Marco C. Campi

Comput. Manag. Sci., 2019

On a class of interval predictor models with universal reliability.

Simone Garatti, Marco C. Campi, Algo Carè

Autom., 2019

A Toolbox for Virtual Reference Feedback Tuning (VRFT).

Algo Carè, Fabrizio Torricelli, Marco C. Campi, Sergio M. Savaresi

Proceedings of the 17th European Control Conference, 2019

Parameter-Dependent Poisson Equations: Tools for Stochastic Approximation in a Markovian Framework.

Algo Carè, Balázs Csanád Csáji, Balázs Gerencsér, László Gerencsér, Miklós Rásonyi

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

A New Classification Algorithm With Guaranteed Sensitivity and Specificity for Medical Applications.

Algo Carè, Federico A. Ramponi, Marco C. Campi

IEEE Control. Syst. Lett., 2018

Finite-Sample System Identification: An Overview and a New Correlation Method.

Algo Carè, Balázs Csanád Csáji, Marco C. Campi, Erik Weyer

IEEE Control. Syst. Lett., 2018

Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS Approach.

Algo Carè, Gianluigi Pillonetto, Marco C. Campi

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

2017

Ventricular defibrillation: Classification with G.E.M. and a roadmap for future investigations.

Fabio Baronio, Manuela Baronio, Marco C. Campi, Algo Carè, Simone Garatti, Giovanna Perone

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

A randomised approach to Multiple Chance-Constrained Problems: An application to flood avoidance.

Hasan Arshad Nasir, Algo Carè, Erik Weyer

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Sign-Perturbed Sums (SPS) with asymmetric noise: Robustness analysis and robustification techniques.

Algo Carè, Balázs Csanád Csáji, Marco C. Campi

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Control of rivers with flood avoidance.

Hasan Arshad Nasir, Algo Carè, Erik Weyer

Proceedings of the Australian Control Conference, AuCC 2016, Newcastle, 2016

2015

Scenario Min-Max Optimization and the Risk of Empirical Costs.

Algo Carè, Simone Garatti, Marco C. Campi

SIAM J. Optim., 2015

Sign-Perturbed Sums (SPS) with instrumental variables for the identification of ARX systems.

Valerio Volpe, Balázs Csanád Csáji, Algo Carè, Erik Weyer, Marco C. Campi

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A randomised approach to flood control using Value-at-Risk.

Hasan Arshad Nasir, Algo Carè, Erik Weyer

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

FAST - Fast Algorithm for the Scenario Technique.

Algo Carè, Simone Garatti, Marco C. Campi

Oper. Res., 2014

Empirical cost distribution: A scenario approach to the construction of probability boxes with application to channel equalization.

Algo Carè, Simone Garatti, Marco C. Campi

Proceedings of the 13th European Control Conference, 2014

2013

Random Convex Programs with L₁-Regularization: Sparsity and Generalization.

Marco C. Campi, Algo Carè

SIAM J. Control. Optim., 2013

Least squares estimates and the coverage of least squares costs.

Algo Carè, Simone Garatti, Marco C. Campi

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2011

Randomized min-max optimization: The exact risk of multiple cost levels.

Algo Carè, Simone Garatti, Marco C. Campi

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011