Publications

publications by categories in reversed chronological order.

2025

  1. recommender.jpg
    Network-aware Recommender System via Online Feedback Optimization
    Sanjay Chandrasekaran, Giulia De Pasquale, Giuseppe Belgioioso, and 1 more author
    IEEE Transactions on Automatic Control (to appear), 2025
    arXiv
  2. google.png
    Carbon-Aware Computing for Data Centers with Probabilistic Performance Guarantees
    Sophie Hall, Francesco Micheli, Giuseppe Belgioioso, and 2 more authors
    IEEE Transactions on Power Systems, 2025
    arXiv PDF
  3. marino.png
    Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
    Marino Kühne, Panagiotis D. Grontas, Giulia De Pasquale, and 3 more authors
    In Forty-second International Conference on Machine Learning, 2025
    arXiv PDF Code
  4. swiss.jpg
    Voltage Support Procurement in Transmission Grids: Incentive Design via Online Bilevel Games
    Zhisen Jiang, Saverio Bolognani, and Giuseppe Belgioioso
    2025
    arXiv

2024

  1. FES.png
    Online feedback equilibrium seeking
    Giuseppe Belgioioso, Dominic Liao-McPherson, Mathias Hudoba Badyn, and 4 more authors
    IEEE Transactions on Automatic Control, 2024
    arXiv PDF Code
  2. BIH_Hype.jpg
    Big hype: Best intervention in games via distributed hypergradient descent
    Panagiotis D Grontas, Giuseppe Belgioioso, Carlo Cenedese, and 3 more authors
    IEEE Transactions on Automatic Control, 2024
    arXiv PDF Code
  3. Decentralized feedback optimization via sensitivity decoupling: Stability and sub-optimality
    Wenbin Wang, Zhiyu He, Giuseppe Belgioioso, and 2 more authors
    In 2024 European Control Conference (ECC), 2024
  4. openAlg.jpg
    Towards a systems theory of algorithms
    Florian Dörfler, Zhiyu He, Giuseppe Belgioioso, and 3 more authors
    IEEE Control Systems Letters, 2024
  5. Online feedback optimization over networks: A distributed model-free approach
    Wenbin Wang, Zhiyu He, Giuseppe Belgioioso, and 2 more authors
    2024 IEEE 63rd Conference on Decision and Control (CDC), 2024
  6. RHGscheme.jpg
    Stability Certificates for Receding Horizon Games
    Sophie Hall, Dominic Liao-McPherson, Giuseppe Belgioioso, and 1 more author
    IEEE Transactions on Automatic Control (conditionally accepted), 2024
    arXiv
  7. Carbon-Aware Computing in a Network of Data Centers: A Hierarchical Game-Theoretic Approach
    Enno Breukelman, Sophie Hall, Giuseppe Belgioioso, and 1 more author
    In 2024 European Control Conference (ECC), 2024
  8. Data-enabled predictive control for dynamic traffic routing
    Kai Zhang, Kenan Zhang, Linbin Huang, and 3 more authors
    In 2024 TRB Annual Meeting Online Program Archive, 2024
  9. Mitigating Polarization in Recommender Systems via Network-aware Feedback Optimization
    Sanjay Chandrasekaran, Giulia De Pasquale, Giuseppe Belgioioso, and 1 more author
    arXiv e-prints, 2024
  10. SYSDO24.jpeg
    Optimal Dynamic Pricing in Energy Markets: A Stackelberg Game Approach
    Panagiotis D Grontas, Marta Fochesato, Carlo Cenedese, and 3 more authors
    In Symposium on Systems Theory in Data and Optimization, 2024

2023

  1. Data-driven behaviour estimation in parametric games
    Anna M Maddux, Nicolø Pagan, Giuseppe Belgioioso, and 1 more author
    IFAC-PapersOnLine, 2023
  2. Stability and robustness of distributed suboptimal model predictive control
    Giuseppe Belgioioso, Dominic Liao-McPherson, Mathias Hudoba Badyn, and 3 more authors
    IFAC-PapersOnLine, 2023
  3. Designing fairness in autonomous peer-to-peer energy trading
    Varsha N Behrunani, Andrew Irvine, Giuseppe Belgioioso, and 3 more authors
    IFAC-PapersOnLine, 2023
  4. Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype
    Panagiotis D Grontas, Carlo Cenedese, Marta Fochesato, and 3 more authors
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
  5. Strategic interactions in multi-modal mobility systems: A game-theoretic perspective
    Gioele Zardini, Nicolas Lanzetti, Giuseppe Belgioioso, and 4 more authors
    In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), 2023
  6. Tutorial on congestion control in multi-area transmission grids via online feedback equilibrium seeking
    Giuseppe Belgioioso, Saverio Bolognani, Giulia Pejrani, and 1 more author
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
  7. Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype
    Panagiotis D Grontas, Carlo Cenedese, Marta Fochesato, and 3 more authors
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023

2022

  1. Operationally-safe peer-to-peer energy trading in distribution grids: A game-theoretic market-clearing mechanism
    Giuseppe Belgioioso, Wicak Ananduta, Sergio Grammatico, and 1 more author
    IEEE Transactions on Smart Grid, 2022
  2. Fast generalized Nash equilibrium seeking under partial-decision information
    Mattia Bianchi, Giuseppe Belgioioso, and Sergio Grammatico
    Automatica, 2022
  3. Complete vehicle energy management using adaptive primal–dual operator splitting
    GP Paul Padilla, Giuseppe Belgioioso, and MCF Tijs Donkers
    Automatica, 2022
  4. Receding horizon games with coupling constraints for demand-side management
    Sophie Hall, Giuseppe Belgioioso, Dominic Liao-McPherson, and 1 more author
    In 2022 IEEE 61st Conference on Decision and Control (CDC), 2022
  5. Front_Cover_CSM.png
    Distributed generalized Nash equilibrium seeking: An operator-theoretic perspective
    Giuseppe Belgioioso, Peng Yi, Sergio Grammatico, and 1 more author
    IEEE Control Systems Magazine, 2022
    PDF
  6. Compositional Design of Autonomous Systems: From Hardware Selection to Decision Making
    Gioele Zardini, Marc-Philippe Neumann, Gioele Zardini, and 8 more authors
    In Extended Abstract for the 26th International Symposium on Mathematical Theory of Networks and Systems, 2022

2021

  1. Semi-decentralized generalized Nash equilibrium seeking in monotone aggregative games
    Giuseppe Belgioioso and Sergio Grammatico
    IEEE Transactions on Automatic Control, 2021
  2. An asynchronous distributed and scalable generalized Nash equilibrium seeking algorithm for strongly monotone games
    Carlo Cenedese, Giuseppe Belgioioso, Sergio Grammatico, and 1 more author
    European Journal of Control, 2021
  3. Sampled-data online feedback equilibrium seeking: Stability and tracking
    Giuseppe Belgioioso, Dominic Liao-McPherson, Mathias Hudoba Badyn, and 3 more authors
    In 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

  1. Convergence in uncertain linear systems
    Filippo Fabiani, Giuseppe Belgioioso, Franco Blanchini, and 2 more authors
    Automatica, 2020
  2. Equilibrium seeking in network and aggregative games: an operator theoretic approach
    Giuseppe Belgioioso
    2020
    PDF
  3. Distributed generalized Nash equilibrium seeking in aggregative games on time-varying networks
    Giuseppe Belgioioso, Angelia Nedich, and Sergio Grammatico
    IEEE Transactions on Automatic Control, 2020
  4. Asynchronous and time-varying proximal type dynamics in multiagent network games
    Carlo Cenedese, Giuseppe Belgioioso, Yu Kawano, and 2 more authors
    IEEE Transactions on Automatic Control, 2020
  5. Time-varying constrained proximal type dynamics in multi-agent network games
    Carlo Cenedese, Giuseppe Belgioioso, Sergio Grammatico, and 1 more author
    In 2020 European Control Conference (ECC), 2020
  6. Energy management and peer-to-peer trading in future smart grids: A distributed game-theoretic approach
    Giuseppe Belgioioso, Wicak Ananduta, Sergio Grammatico, and 1 more author
    In 2020 European Control Conference (ECC), 2020
  7. A fully-distributed proximal-point algorithm for Nash equilibrium seeking with linear convergence rate
    Mattia Bianchi, Giuseppe Belgioioso, and Sergio Grammatico
    In 2020 59th IEEE Conference on Decision and Control (CDC), 2020

2019

  1. A shrinking-horizon, game-theoretic algorithm for distributed energy generation and storage in the smart grid with wind forecasting
    Rodrigo Estrella, Giuseppe Belgioioso, and Sergio Grammatico
    IFAC-PapersOnLine, 2019
  2. A distributed proximal-point algorithm for Nash equilibrium seeking in generalized potential games with linearly coupled cost functions
    Giuseppe Belgioioso and Sergio Grammatico
    In 2019 18th European Control Conference (ECC), 2019
  3. Distributed generalized Nash equilibrium seeking in aggregative games under partial-decision information via dynamic tracking
    Giuseppe Belgioioso, Angelia Nedić, and Sergio Grammatico
    In 2019 IEEE 58th Conference on Decision and Control (CDC), 2019
  4. An asynchronous, forward-backward, distributed generalized Nash equilibrium seeking algorithm
    Carlo Cenedese, Giuseppe Belgioioso, Sergio Grammatico, and 1 more author
    In 2019 18th European Control Conference (ECC), 2019

2018

  1. Study and development of a fluorescence based sensor system for monitoring oxygen in wine production: The WOW project
    Nicola Trivellin, Diego Barbisan, Denis Badocco, and 6 more authors
    Sensors, 2018
  2. On the convergence of discrete-time linear systems: A linear time-varying mann iteration converges iff its operator is strictly pseudocontractive
    Giuseppe Belgioioso, Filippo Fabiani, Franco Blanchini, and 1 more author
    IEEE Control Systems Letters, 2018
  3. A Douglas-Rachford splitting for semi-decentralized equilibrium seeking in generalized aggregative games
    Giuseppe Belgioioso and Sergio Grammatico
    In 2018 IEEE Conference on Decision and Control (CDC), 2018
  4. Projected-gradient algorithms for Generalized Equilibrium seeking in Aggregative Games are preconditioned Forward-Backward methods
    Giuseppe Belgioioso and Sergio Grammatico
    In 2018 European Control Conference (ECC), 2018

2017

  1. Semi-decentralized Nash equilibrium seeking in aggregative games with separable coupling constraints and non-differentiable cost functions
    Giuseppe Belgioioso and Sergio Grammatico
    IEEE control systems letters, 2017
  2. On convexity and monotonicity in generalized aggregative games
    Giuseppe Belgioioso and Sergio Grammatico
    IFAC-PapersOnLine, 2017

2016

  1. Distributed partitioning strategies with visual optimization for camera network perimeter patrolling
    Giuseppe Belgioioso, Angelo Cenedese, and Giulia Michieletto
    In 2016 IEEE 55th Conference on Decision and Control (CDC), 2016

2015

  1. Home automation oriented gesture classification from inertial measurements
    Angelo Cenedese, Gian Antonio Susto, Giuseppe Belgioioso, and 2 more authors
    IEEE Transactions on automation science and engineering, 2015

2014

  1. A machine learning based approach for gesture recognition from inertial measurements
    Giuseppe Belgioioso, Angelo Cenedese, Giuseppe Ilario Cirillo, and 2 more authors
    In 53rd IEEE Conference on Decision and Control, 2014