CASELLA, BRUNO

CASELLA, BRUNO  

INFORMATICA  

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Risultati 1 - 12 di 12 (tempo di esecuzione: 0.024 secondi).
Titolo Data di pubblicazione Autore(i) File
A Performance Analysis for Confidential Federated Learning In corso di stampa Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Architecture-Based FedAvg for Vertical Federated Learning 2023 Bruno Casella, Samuele Fonio
Benchmarking FedAvg and FedCurv for Image Classification Tasks 2022 Bruno Casella; Roberto Esposito; Carlo Cavazzoni; Marco Aldinucci
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning 2023 Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios 2024 Casella, Bruno; Esposito, Roberto; Sciarappa, Antonio; Cavazzoni, Carlo; Aldinucci, Marco
FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis 2024 Pennisi M.; Proietto Salanitri F.; Bellitto G.; Casella B.; Aldinucci M.; Palazzo S.; Spampinato C.
Federated Learning meets HPC and cloud 2023 Iacopo Colonnelli, Bruno Casella, Gianluca Mittone, Yasir Arfat, Barbara Cantalupo, Roberto Esposito, Alberto Riccardo Martinelli, Doriana Medic, Marco Aldinucci
MERGE: A model for multi-input biomedical federated learning 2023 Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria
Predicting Cryptocurrencies Market Phases through On-Chain Data Long-Term Forecasting 2023 Bruno Casella; Lorenzo Paletto
Predictors of target lesion failure after treatment of left main, bifurcation, or chronic total occlusion lesions with ultrathin-strut drug-eluting coronary stents in the ULTRA registry 2023 de Filippo, Ovidio; Bruno, Francesco; Pinxterhuis, Tineke H; Gąsior, Mariusz; Perl, Leor; Gaido, Luca; Tuttolomondo, Domenico; Greco, Antonio; Verardi, Roberto; Lo Martire, Gianluca; Iannaccone, Mario; Leone, Attilio; Liccardo, Gaetano; Caglioni, Serena; González Ferreiro, Rocio; Rodinò, Giulio; Musumeci, Giuseppe; Patti, Giuseppe; Borzillo, Irene; Tarantini, Giuseppe; Wańha, Wojciech; Casella, Bruno; Ploumen, Eline H; Pyka, Łukasz; Kornowski, Ran; Gagnor, Andrea; Piccolo, Raffaele; Roubin, Sergio Raposeiras; Capodanno, Davide; Zocca, Paolo; Conrotto, Federico; De Ferrari, Gaetano M; von Birgelen, Clemens; D'Ascenzo, Fabrizio
Protocol for training MERGE: A federated multi-input neural network for COVID-19 prognosis 2024 Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria
Transfer Learning via Test-time Neural Networks Aggregation 2022 Giuffrida, Mario; Battiato, Sebastiano; Chisari, Alessio; Casella, Bruno