CALAFIORE, GIUSEPPE CARLO
CALAFIORE, GIUSEPPE CARLO
Dipartimento di Elettronica e Telecomunicazioni
002542
A kernel-based approach to physics-informed nonlinear system identification
2026 Donati, Cesare; Mammarella, Martina; Calafiore, Giuseppe C.; Dabbene, Fabrizio; Lagoa, Constantino; Novara, Carlo
A Cohort-Based Optimization Model for Electric Vehicles Charging
2025 Calafiore, Giuseppe C.; Ambrosino, Luca
Aiding Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information
2025 Buttaci, E.; Calafiore, G. C.
Continuous-Time Nonlinear Model Predictive Control based on Pontryagin Minimum Principle and Penalty Functions
2025 Pagone, Michele; Boggio, Mattia; Novara, Carlo; Proskurnikov, Anton; Calafiore, Giuseppe
Default robustness and worst-case losses in financial networks
2025 Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.
Equilibrium Selection in Replicator Equations Using Adaptive-Gain Control
2025 Zino, Lorenzo; Ye, Mengbin; Calafiore, Giuseppe C.; Rizzo, Alessandro
Financial Data Science
2025 Calafiore, Giuseppe; El Ghaoui, Laurent; Fracastoro, Giulia; Tsai, Alicia
Identification of piecewise constant parameters in nonlinear models
2025 Calafiore, Giuseppe Carlo; Fracastoro, Giulia; Zino, Lorenzo
On the influence of network structure on the resilience and losses of financial systems
2025 Zino, Lorenzo; Fracastoro, Giulia; Proskurnikov, Anton V.; Calafiore, Giuseppe Carlo
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks
2025 Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C.
Robust Power Scheduling for Smart Charging of Electric Vehicles
2025 Calafiore, Giuseppe C.; Ambrosino, Luca; Nguyen, Khai Manh; Zorgati, Riadh; Nguyen-Ngoc, Doanh; El Ghaoui, Laurent
Structure and Shock Resistance in Financial Networks: A Numerical Study
2025 Zino, Lorenzo; Proskurnikov, Anton V.; Fracastoro, Giulia; Calafiore, Giuseppe Carlo
A Robust Optimization Model for cost-efficient and fast electric vehicle charging with L2-norm uncertainty
2024 Trung, Duc Tran; Nguyen-Ngoc, Doanh; T. M. Chu, Hong; El Ghaoui, Laurent; Calafiore, Giuseppe Carlo.
Optimal Clearing Payments in a Financial Contagion Model
2024 Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.
Optimizing electric vehicles charging through smart energy allocation and cost-saving
2024 Ambrosino, Luca; Calafiore, Giuseppe; Nguyen, Khai Manh; Zorgati, Riadh; Nguyen-Ngoc, Doanh; El Ghaoui, Laurent
A model predictive control approach to optimally devise a two-dose vaccination rollout: A case study on COVID-19 in Italy
2023 Parino, F.; Zino, L.; Calafiore, G. C.; Rizzo, A.
Clearing payments in dynamic financial networks
2023 Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.
Delay Robustness of Consensus Algorithms: Continuous-Time Theory
2023 Proskurnikov, Anton V.; Calafiore, Giuseppe Carlo
Dynamic planning of a two-dose vaccination campaign with uncertain supplies
2023 Calafiore, Giuseppe Carlo; Parino, Francesco; Zino, Lorenzo; Rizzo, Alessandro
Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation
2023 Oliveira Ferreira, Gabriel; Ravazzi, Chiara; Dabbene, Fabrizio; Calafiore, Giuseppe C.; Fiore, Marco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A kernel-based approach to physics-informed nonlinear system identification / Donati, Cesare; Mammarella, Martina; Calafiore, Giuseppe C.; Dabbene, Fabrizio; Lagoa, Constantino; Novara, Carlo. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - ELETTRONICO. - (2026), pp. 1-8. [10.1109/tac.2026.3663111] | 1-gen-2026 | Donati, CesareMammarella, MartinaCalafiore, Giuseppe C.Dabbene, FabrizioNovara, Carlo + | A_kernel-based_approach_to_physics-informed_nonlinear_system_identification (1).pdf |
| A Cohort-Based Optimization Model for Electric Vehicles Charging / Calafiore, Giuseppe C.; Ambrosino, Luca. - ELETTRONICO. - 59:(2025), pp. 163-168. ( 1st IFAC Workshop on Smart Energy System for Efficient and Sustainable Smart Grids and Smart Cities, SENSYS 2025 Bari (Ita) June 18 – 20, 2025) [10.1016/j.ifacol.2025.08.130]. | 1-gen-2025 | Calafiore, Giuseppe C.Ambrosino, Luca | A-Cohort-Based-Optimization-Model-for-Electric-Vehicles-_2025_IFAC-PapersOnL.pdf |
| Aiding Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information / Buttaci, E.; Calafiore, G. C.. - ELETTRONICO. - (2025), pp. 1-5. ( 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS) Bordeaux (Fra) 28-30 April 2025) [10.1109/AICAS64808.2025.11173100]. | 1-gen-2025 | Buttaci E.Calafiore G. C. | Aiding_Convergence_in_Federated_Learning_via_Local_Perturbation_and_Mutual_Similarity_Information.pdf; Aiding_Convergence_in_Federated_Learning_via_Local_Perturbation_and_Mutual_Similarity_Information0cm.pdf |
| Continuous-Time Nonlinear Model Predictive Control based on Pontryagin Minimum Principle and Penalty Functions / Pagone, Michele; Boggio, Mattia; Novara, Carlo; Proskurnikov, Anton; Calafiore, Giuseppe. - In: INTERNATIONAL JOURNAL OF CONTROL. - ISSN 0020-7179. - STAMPA. - (2025). [10.1080/00207179.2024.2366432] | 1-gen-2025 | Michele PagoneMattia BoggioCarlo NovaraAnton ProskurnikovGiuseppe Calafiore | interactapasample.pdf; Continuous-time nonlinear model predictive control based on Pontryagin Minimum Principle and penalty functions.pdf |
| Default robustness and worst-case losses in financial networks / Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.. - In: APPLIED NETWORK SCIENCE. - ISSN 2364-8228. - 10:1(2025). [10.1007/s41109-025-00728-5] | 1-gen-2025 | Calafiore, Giuseppe C.Fracastoro, GiuliaProskurnikov, Anton V. | s41109-025-00728-5.pdf |
| Equilibrium Selection in Replicator Equations Using Adaptive-Gain Control / Zino, Lorenzo; Ye, Mengbin; Calafiore, Giuseppe C.; Rizzo, Alessandro. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - STAMPA. - 70:10(2025), pp. 6799-6814. [10.1109/tac.2025.3567253] | 1-gen-2025 | Zino, LorenzoCalafiore, Giuseppe C.Rizzo, Alessandro + | TAC___Adaptive_REV (1).pdf; TAC_2025.pdf |
| Financial Data Science / Calafiore, Giuseppe; El Ghaoui, Laurent; Fracastoro, Giulia; Tsai, Alicia. - STAMPA. - (2025), pp. 1-400. [10.1017/9781009432283] | 1-gen-2025 | Calafiore, GiuseppeFracastoro, Giulia + | FDS_book_MAIN copia.pdf |
| Identification of piecewise constant parameters in nonlinear models / Calafiore, Giuseppe Carlo; Fracastoro, Giulia; Zino, Lorenzo. - In: EUROPEAN JOURNAL OF CONTROL. - ISSN 0947-3580. - 81:(2025), pp. 1-11. [10.1016/j.ejcon.2024.101151] | 1-gen-2025 | Calafiore, Giuseppe CarloFracastoro, GiuliaZino, Lorenzo | EJC___Identification_REV2 (2).pdf; EJC_2025.pdf |
| On the influence of network structure on the resilience and losses of financial systems / Zino, Lorenzo; Fracastoro, Giulia; Proskurnikov, Anton V.; Calafiore, Giuseppe Carlo. - In: JOURNAL OF MECHANISM AND INSTITUTION DESIGN. - ISSN 2399-844X. - STAMPA. - 10:1(2025), pp. 97-122. [10.22574/jmid.2025.12.004] | 1-gen-2025 | Zino, LorenzoFracastoro, GiuliaProskurnikov, Anton V.Calafiore, Giuseppe Carlo | JMID_2025.pdf |
| Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks / Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - (2025), pp. 1-11. [10.1109/tnnls.2024.3373609] | 1-gen-2025 | Fracastoro, GiuliaFosson, Sophie M.Migliorati, AndreaCalafiore, Giuseppe C. | paper finale.pdf |
| Robust Power Scheduling for Smart Charging of Electric Vehicles / Calafiore, Giuseppe C.; Ambrosino, Luca; Nguyen, Khai Manh; Zorgati, Riadh; Nguyen-Ngoc, Doanh; El Ghaoui, Laurent. - (2025), pp. 2796-2801. ( European Control Conference (ECC) Thessaloniki (Gre) June 24-27, 2025) [10.23919/ecc65951.2025.11186971]. | 1-gen-2025 | Calafiore, Giuseppe C.Ambrosino, Luca + | Robust_Power_Scheduling_for_Smart_Charging_of_Electric_Vehicles.pdf; ECC_2025_Ambrosino_final.pdf |
| Structure and Shock Resistance in Financial Networks: A Numerical Study / Zino, Lorenzo; Proskurnikov, Anton V.; Fracastoro, Giulia; Calafiore, Giuseppe Carlo. - STAMPA. - 2:(2025), pp. 103-114. ( 13 th International Conference on Complex Networks & Their Applications Istanbul (Tur) 10-12 Dicembre 2024) [10.1007/978-3-031-82431-9_9]. | 1-gen-2025 | Zino, LorenzoProskurnikov, Anton V.Fracastoro, GiuliaCalafiore, Giuseppe Carlo | ComplexNetworks_Financial.pdf; 978-3-031-82431-9_9.pdf |
| A Robust Optimization Model for cost-efficient and fast electric vehicle charging with L2-norm uncertainty / Trung, Duc Tran; Nguyen-Ngoc, Doanh; T. M. Chu, Hong; El Ghaoui, Laurent; Calafiore, Giuseppe Carlo.. - ELETTRONICO. - (2024), pp. 208-216. ( OPEN INNOVATION CONFERENCE Hanoi (Vietnam) December 6-7, 2024). | 1-gen-2024 | Calafiore, Giuseppe Carlo. + | OIC_Paper_Final_Version.pdf |
| Optimal Clearing Payments in a Financial Contagion Model / Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.. - In: SIAM JOURNAL ON FINANCIAL MATHEMATICS. - ISSN 1945-497X. - ELETTRONICO. - 15:2(2024), pp. 473-502. [10.1137/22m150294x] | 1-gen-2024 | Calafiore, Giuseppe C.Fracastoro, GiuliaProskurnikov, Anton V. | 22m150294x.pdf; SIFIN_OptClearings.pdf |
| Optimizing electric vehicles charging through smart energy allocation and cost-saving / Ambrosino, Luca; Calafiore, Giuseppe; Nguyen, Khai Manh; Zorgati, Riadh; Nguyen-Ngoc, Doanh; El Ghaoui, Laurent. - (2024), pp. 59-64. ( 11th International Conference on "Energy, Sustainability and Climate Crisis" - ESCC 2024 Corfù (Gr) August 26-30, 2024.). | 1-gen-2024 | Ambrosino, LucaCalafiore, Giuseppe + | ESCC2024_Conference_Paper_Ambrosino_Luca.pdf; ESCC-2024_Book-of-Proceedings.pdf |
| A model predictive control approach to optimally devise a two-dose vaccination rollout: A case study on COVID-19 in Italy / Parino, F.; Zino, L.; Calafiore, G. C.; Rizzo, A.. - In: INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL. - ISSN 1049-8923. - STAMPA. - 33:9(2023), pp. 4808-4823. [10.1002/rnc.5728] | 1-gen-2023 | Parino F.Zino L.Calafiore G. C.Rizzo A. | IJRNC (vaccine).pdf |
| Clearing payments in dynamic financial networks / Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.. - In: AUTOMATICA. - ISSN 0005-1098. - STAMPA. - 158:(2023). [10.1016/j.automatica.2023.111299] | 1-gen-2023 | Calafiore, Giuseppe C.Fracastoro, GiuliaProskurnikov, Anton V. | 1-s2.0-S0005109823004636-main.pdf |
| Delay Robustness of Consensus Algorithms: Continuous-Time Theory / Proskurnikov, Anton V.; Calafiore, Giuseppe Carlo. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - ELETTRONICO. - 68:9(2023), pp. 5301-5316. [10.1109/TAC.2022.3218606] | 1-gen-2023 | Proskurnikov, Anton V.Calafiore, Giuseppe Carlo | TAC3218606_Postprint.pdf; Delay_Robustness_of_Consensus_Algorithms_Continuous-Time_Theory-1.pdf |
| Dynamic planning of a two-dose vaccination campaign with uncertain supplies / Calafiore, Giuseppe Carlo; Parino, Francesco; Zino, Lorenzo; Rizzo, Alessandro. - In: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. - ISSN 0377-2217. - STAMPA. - 304:3(2023), pp. 1269-1278. [10.1016/j.ejor.2022.05.009] | 1-gen-2023 | Calafiore, Giuseppe CarloParino, FrancescoZino, LorenzoRizzo, Alessandro | Rizzo-Dynamic.pdf |
| Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation / Oliveira Ferreira, Gabriel; Ravazzi, Chiara; Dabbene, Fabrizio; Calafiore, Giuseppe C.; Fiore, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - (2023), pp. 1-1. [10.1109/ACCESS.2023.3236261] | 1-gen-2023 | Oliveira Ferreira, GabrielRavazzi, ChiaraDabbene, FabrizioCalafiore, Giuseppe C. + | IEEE_Access_Survey.pdf; Ferreira-Forecasting.pdf |