A novel randomized approach to nonlinear system identification. - Alessandro Falsone; Luigi Piroddi; Maria Prandini (CDC, 2014)

A majority voting classifier with probabilistic guarantees. - Giorgio Manganini; Alessandro Falsone; Maria Prandini (CCA, 2015)

An iterative scheme to hierarchically structured optimal energy management of a microgrid. - Daniele Ioli; Alessandro Falsone; Maria Prandini (CDC, 2015)

Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement. - Danilo Caporale; Luca Deori; Roberto Mura; Alessandro Falsone; Riccardo Vignali; Luca Giulioni; Matteo Pirotta; Giorgio Manganini (ECC, 2015)

An iterative scheme for the approximate linear programming solution to the optimal control of a Markov Decision Process. - Alessandro Falsone; Maria Prandini (ECC, 2015)

A randomized algorithm for nonlinear model structure selection. - Alessandro Falsone; Luigi Piroddi; Maria Prandini (Autom., 2015)

Energy management of a building cooling system with thermal storage: a randomized solution with feedforward disturbance compensation. - Daniele Ioli; Alessandro Falsone; Maria Prandini (ACC, 2016)

Proximal minimization based distributed convex optimization. - Kostas Margellos; Alessandro Falsone; Simone Garatti; Maria Prandini (ACC, 2016)

Distributed constrained convex optimization and consensus via dual decomposition and proximal minimization. - Alessandro Falsone; Kostas Margellos; Simone Garatti; Maria Prandini (CDC, 2016)

Constrained optimal control of stochastic switched affine systems using randomization. - Kostas Margellos; Alessandro Falsone; Simone Garatti; Maria Prandini (ECC, 2016)

A compositional framework for energy management of a smart grid: A scalable stochastic hybrid model for cooling of a district network. - Daniele Ioli; Alessandro Falsone; Simone Schuler; Maria Prandini (ICCA, 2016)

Randomised Algorithm for Feature Selection and Classification. - Aida Brankovic; Alessandro Falsone; Maria Prandini; Luigi Piroddi (CoRR, 2016)

Optimally shaping the stationary distribution of a constrained discrete time stochastic linear system via disturbance compensation. - Alessandro Falsone; Luca Deori; Daniele Ioli; Simone Garatti; Maria Prandini (CDC, 2017)

Linear programs for resource sharing among heterogeneous agents: The effect of random agent arrivals. - Alessandro Falsone; Kostas Margellos; Simone Garatti; Maria Prandini (CDC, 2017)

A data-based approach to power capacity optimization. - Giorgio Manganini; Alessandro Falsone; Jan Siroky; Maria Prandini (CDC, 2017)

A proximal minimization based distributed approach to power control in wireless networks: Performance and comparative analysis. - Stefano Mutti; Alessandro Falsone; Kostas Margellos; Maria Prandini (CDC, 2017)

A Smart Grid Energy Management Problem for Data-driven Design with Probabilistic Reachability Guarantees. - Daniele Ioli; Alessandro Falsone; Marianne Hartung; Axel Busboom; Maria Prandini (ARCH@CPSWeek, 2017)

Dual decomposition for multi-agent distributed optimization with coupling constraints. - Alessandro Falsone; Kostas Margellos; Simone Garatti; Maria Prandini (Autom., 2017)

A compositional modeling framework for the optimal energy management of a district network. - Daniele Ioli; Alessandro Falsone; Alessandro Vittorio Papadopoulos; Maria Prandini (CoRR, 2017)

A randomised approach for NARX model identification based on a multivariate Bernoulli distribution. - Federico Bianchi 005; Alessandro Falsone; Maria Prandini; Luigi Piroddi (Int. J. Syst. Sci., 2017)

A Randomized Approach to Probabilistic Footprint Estimation of a Space Debris Uncontrolled Reentry. - Alessandro Falsone; Maria Prandini (IEEE Trans. Intell. Transp. Syst., 2017)

Energy management in a multi-building set-up via distributed stochastic optimization. - Vedad Causevic; Alessandro Falsone; Daniele Ioli; Maria Prandini (ACC, 2018)

A Distributed Iterative Algorithm for Multi-Agent MILPs: Finite-Time Feasibility and Performance Characterization. - Alessandro Falsone; Kostas Margellos; Maria Prandini (IEEE Control. Syst. Lett., 2018)

Distributed Constrained Optimization and Consensus in Uncertain Networks via Proximal Minimization. - Kostas Margellos; Alessandro Falsone; Simone Garatti; Maria Prandini (IEEE Trans. Autom. Control., 2018)

Finite-Time Distributed Averaging Over Gossip-Constrained Ring Networks. - Alessandro Falsone; Kostas Margellos; Simone Garatti; Maria Prandini (IEEE Trans. Control. Netw. Syst., 2018)

A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations. - Aida Brankovic; Alessandro Falsone; Maria Prandini; Luigi Piroddi (IEEE Trans. Cybern., 2018)

Distributed decision making with application to energy systems. - Alessandro Falsone (2018)

Nonlinear system identification with model structure selection via distributed computation. - Federico Bianchi 005; Alessandro Falsone; Maria Prandini; Luigi Piroddi (CDC, 2019)

Optimal disturbance compensation for constrained linear systems operating in stationary conditions: A scenario-based approach. - Alessandro Falsone; Luca Deori; Daniele Ioli; Simone Garatti; Maria Prandini (Autom., 2019)

A decentralized approach to multi-agent MILPs: Finite-time feasibility and performance guarantees. - Alessandro Falsone; Kostas Margellos; Maria Prandini (Autom., 2019)

Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees. - Alessandro Falsone; Federico Molinari; Maria Prandini (L4DC, 2020)

Tracking-ADMM for distributed constraint-coupled optimization. - Alessandro Falsone; Ivano Notarnicola; Giuseppe Notarstefano; Maria Prandini (Autom., 2020)

New results on resource sharing problems with random agent arrivals and an application to economic dispatch in power systems. - Alessandro Falsone; Kostas Margellos; Jacopo Zizzo; Maria Prandini; Simone Garatti (CDC, 2021)

A Distributed Dual Proximal Minimization Algorithm for Constraint-Coupled Optimization Problems. - Alessandro Falsone; Maria Prandini (IEEE Control. Syst. Lett., 2021)

A scenario solution to state-feedback controller design for discrete-time linear systems subject to probabilistic constraints. - Giulio Salizzoni; Alessandro Falsone; Maria Prandini; Simone Garatti (CDC, 2022)

A constrained clustering approach to bounded-error identification of switched and piecewise affine systems. - Federico Bianchi 005; Alessandro Falsone; Luigi Piroddi; Maria Prandini (Autom., 2022)

Distributed decision-coupled constrained optimization via Proximal-Tracking. - Alessandro Falsone; Maria Prandini (Autom., 2022)

Passivity-based Analysis of the ADMM Algorithm for Constraint-Coupled Optimization. - Ivano Notarnicola; Alessandro Falsone (Autom., 2022)

Hyper-Graph Partitioning for a Multi-Agent Reformulation of Large-Scale MILPs. - Lucrezia Manieri; Alessandro Falsone; Maria Prandini (IEEE Control. Syst. Lett., 2022)

Optimal Steady-State Disturbance Compensation for Constrained Linear Systems: The Gaussian Noise Case. - Alessandro Falsone; Luca Deori; Daniele Ioli; Simone Garatti; Maria Prandini (IEEE Trans. Autom. Control., 2022)

Vehicle-to-Grid and ancillary services: a profitability analysis under uncertainty. - Federico Bianchi 005; Alessandro Falsone; Riccardo Vignali (CoRR, 2023)

Lane Change in Automated Driving: An Explicit Coordination Strategy. - Alessandro Falsone; Beatrice Melani; Maria Prandini (IEEE Control. Syst. Lett., 2023)

Ancillary Services Provision via Aggregation: Joint Power Flexibility Assessment and Disaggregation Policy Design. - Daniel Zamudio; Alessandro Falsone; Federico Bianchi 005; Maria Prandini (IEEE Control. Syst. Lett., 2023)

On the Sensitivity of Linear Resource Sharing Problems to the Arrival of New Agents. - Alessandro Falsone; Kostas Margellos; Jacopo Zizzo; Maria Prandini; Simone Garatti (IEEE Trans. Autom. Control., 2023)

Probabilistic feasibility in data-driven multi-agent non-convex optimization. - Lucrezia Manieri; Alessandro Falsone; Maria Prandini (Annu. Rev. Control., 2023)

Dealing with infeasibility in multi-parametric programming for application to explicit model predictive control. - Alessandro Falsone; Federico Bianchi 005; Maria Prandini (Autom., 2023)

Augmented Lagrangian Tracking for distributed optimization with equality and inequality coupling constraints. - Alessandro Falsone; Maria Prandini (Autom., 2023)

A Dual Bisection Approach to Economic Dispatch of Generators With Prohibited Operating Zones. - Lucrezia Manieri; Alessandro Falsone; Maria Prandini (IEEE Control. Syst. Lett., 2024)

Automated Photovoltaic Power Plant Inspection via Unmanned Vehicles. - Massimiliano Maurizio De Benedetti; Luca Bascetta; Alessandro Falsone; Maria Prandini (IEEE Trans. Control. Syst. Technol., 2024)

DualBi: A dual bisection algorithm for non-convex problems with a scalar complicating constraint. - Lucrezia Manieri; Alessandro Falsone; Maria Prandini (Autom., 2025)