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Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum
2025 Zaccone, Riccardo; Praneeth Karimireddy, Sai; Masone, Carlo; Ciccone, Marco
Domain generalization using action sequences for egocentric action recognition
2025 Nasirimajd, Amirshayan; Plizzari, Chiara; Peirone, Simone Alberto; Ciccone, Marco; Averta, Giuseppe; Caputo, Barbara
Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training
2025 Fernandes dos Santos, Fernando; Cavagnero, Niccolo; Ciccone, Marco; Averta, Giuseppe; Kritikakou, Angeliki; Sentieys, Olivier; Rech, Paolo; Tommasi, Tatiana
Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers
2025 Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients
2024 Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation
2021 Planamente, Mirco; Plizzari, Chiara; Cannici, Marco; Ciccone, Marco; Strada, Francesco; Bottino, Andrea; Matteucci, Matteo; Caputo, Barbara
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum / Zaccone, Riccardo; Praneeth Karimireddy, Sai; Masone, Carlo; Ciccone, Marco. - In: TRANSACTIONS ON MACHINE LEARNING RESEARCH. - ISSN 2835-8856. - ELETTRONICO. - (2025). | 1-gen-2025 | Riccardo ZacconeCarlo MasoneMarco Ciccone + | GHBM_TMLR_2025.pdf |
| Domain generalization using action sequences for egocentric action recognition / Nasirimajd, Amirshayan; Plizzari, Chiara; Peirone, Simone Alberto; Ciccone, Marco; Averta, Giuseppe; Caputo, Barbara. - In: PATTERN RECOGNITION LETTERS. - ISSN 0167-8655. - ELETTRONICO. - 196:(2025), pp. 213-220. [10.1016/j.patrec.2025.06.010] | 1-gen-2025 | Nasirimajd, AmirshayanPlizzari, ChiaraPeirone, Simone AlbertoCiccone, MarcoAverta, GiuseppeCaputo, Barbara | 1-s2.0-S0167865525002387-main.pdf |
| Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training / Fernandes dos Santos, Fernando; Cavagnero, Niccolo; Ciccone, Marco; Averta, Giuseppe; Kritikakou, Angeliki; Sentieys, Olivier; Rech, Paolo; Tommasi, Tatiana. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - (2025). [10.1109/TETC.2024.3520672] | 1-gen-2025 | Niccolo CavagneroMarco CicconeGiuseppe AvertaOlivier SentieysPaolo RechTatiana Tommasi + | tetc_2023_diehardnet.pdf |
| Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers / Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 61928-61957. [10.1109/ACCESS.2025.3556587] | 1-gen-2025 | Fani, ErosCamoriano, RaffaelloCaputo, BarbaraCiccone, Marco | Resource-Efficient_Personalization_in_Federated_Learning_With_Closed-Form_Classifiers.pdf |
| Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients / Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 57043-57058. [10.1109/ACCESS.2024.3387453] | 1-gen-2024 | Caldarola, DeboraCaputo, BarbaraCiccone, Marco + | FedSeq___IEEE_Open_Access___Main_manuscript (1).pdf; Accelerating_Federated_Learning_via_Sequential_Training_of_Grouped_Heterogeneous_Clients.pdf |
| DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation / Planamente, Mirco; Plizzari, Chiara; Cannici, Marco; Ciccone, Marco; Strada, Francesco; Bottino, Andrea; Matteucci, Matteo; Caputo, Barbara. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - STAMPA. - 6:4(2021), pp. 6616-6623. [10.1109/LRA.2021.3093870] | 1-gen-2021 | Planamente,MircoPlizzari,ChiaraCiccone, MarcoStrada, FrancescoBottino, AndreaCaputo, Barbara + | IROS21.pdf; DA4Event_Towards_Bridging_the_Sim-to-Real_Gap_for_Event_Cameras_Using_Domain_Adaptation.pdf |