CASELLA, BRUNO
CASELLA, BRUNO
INFORMATICA
A Performance Analysis for Confidential Federated Learning
2024-01-01 Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
A performance analysis of VM-based Trusted Execution Environments for Confidential Federated Learning
2025-01-01 Bruno Casella
Advancing Federated Learning. Towards Decentralization and Personalized Models
2025-06-25
Architecture-Based FedAvg for Vertical Federated Learning
2023-01-01 Bruno Casella, Samuele Fonio
Benchmarking FedAvg and FedCurv for Image Classification Tasks
2022-01-01 Bruno Casella; Roberto Esposito; Carlo Cavazzoni; Marco Aldinucci
Cloud Detection Challenge - Methods and Results
2025-01-01 Chisari, Alessio Barbaro; Guarnera, Luca; Ortis, Alessandro; Patatu, Wladimiro Carlo; Casella, Bruno; Naso, Luca; Puglisi, Giuseppe; Zoppo, Vincenzo Del; Giuffrida, Mario Valerio; Battiato, Sebastiano
Decentralized Time Series Classification with ROCKET Features
In corso di stampa Bruno Casella, Matthias Jakobs, Marco Aldinucci, Sebastian Buschjaeger
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning
2023-01-01 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
2024-01-01 Casella, Bruno; Esposito, Roberto; Sciarappa, Antonio; Cavazzoni, Carlo; Aldinucci, Marco
Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification
2025-01-01 Casella, Bruno; Fonio, Samuele; Sciandra, Lorenzo; Gallicchio, Claudio; Aldinucci, Marco; Polato, Mirko; Esposito, Roberto
FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis
2024-01-01 Pennisi M.; Proietto Salanitri F.; Bellitto G.; Casella B.; Aldinucci M.; Palazzo S.; Spampinato C.
Federated AdaBoost for Survival Analysis
2026-01-01 Oussama Harrak; Bruno Casella; Samuele Fonio; Piero Fariselli; Gianluca Mittone; Cesare Rollo; Tiziana Sanavia; Marco Aldinucci
Federated Learning in a Semi-Supervised Environment for Earth Observation Data
2024-01-01 Casella, Bruno; Chisari, Alessio Barbaro; Aldinucci, Marco; Battiato, Sebastiano; Giuffrida, Mario Valerio
Federated Learning meets HPC and cloud
2023-01-01 Iacopo Colonnelli, Bruno Casella, Gianluca Mittone, Yasir Arfat, Barbara Cantalupo, Roberto Esposito, Alberto Riccardo Martinelli, Doriana Medic, Marco Aldinucci
Federated Time Series Classification with ROCKET features
2024-01-01 Casella, Bruno; Jakobs, Matthias; Aldinucci, Marco; Buschjäger, Sebastian
MERGE: A model for multi-input biomedical federated learning
2023-01-01 Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria
Personalized Aggregation for Federated Prototypical Learning
2025-01-01 Samuele Fonio, Bruno Casella, Marco Aldinucci
Predicting Cryptocurrencies Market Phases through On-Chain Data Long-Term Forecasting
2023-01-01 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
2023-01-01 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; Campo, Gianluca; Sardone, Andrea; Maiellaro, Francesco; Nebiolo, Marco; Annibali, Gianmarco; Pagliasotto, Ilaria; Ferrua, Maria Chiara; Rampone, Joao; Cumitini, Luca; Van Der Heijden, Liefke; Boccuzzi, Giacomo; Mittone, Gianluca
Protocol for training MERGE: A federated multi-input neural network for COVID-19 prognosis
2024-01-01 Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Performance Analysis for Confidential Federated Learning | 2024 | Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci | |
| A performance analysis of VM-based Trusted Execution Environments for Confidential Federated Learning | 2025 | Bruno Casella | |
| Advancing Federated Learning. Towards Decentralization and Personalized Models | 2025 | - | |
| 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 | |
| Cloud Detection Challenge - Methods and Results | 2025 | Chisari, Alessio Barbaro; Guarnera, Luca; Ortis, Alessandro; Patatu, Wladimiro Carlo; Casella, Bruno; Naso, Luca; Puglisi, Giuseppe; Zoppo, Vincenzo Del; Giuffrida, Mario Valerio; Battiato, Sebastiano | |
| Decentralized Time Series Classification with ROCKET Features | In corso di stampa | Bruno Casella, Matthias Jakobs, Marco Aldinucci, Sebastian Buschjaeger | |
| 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 | |
| Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification | 2025 | Casella, Bruno; Fonio, Samuele; Sciandra, Lorenzo; Gallicchio, Claudio; Aldinucci, Marco; Polato, Mirko; Esposito, Roberto | |
| 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 AdaBoost for Survival Analysis | 2026 | Oussama Harrak; Bruno Casella; Samuele Fonio; Piero Fariselli; Gianluca Mittone; Cesare Rollo; Tiziana Sanavia; Marco Aldinucci | |
| Federated Learning in a Semi-Supervised Environment for Earth Observation Data | 2024 | Casella, Bruno; Chisari, Alessio Barbaro; Aldinucci, Marco; Battiato, Sebastiano; Giuffrida, Mario Valerio | |
| 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 | |
| Federated Time Series Classification with ROCKET features | 2024 | Casella, Bruno; Jakobs, Matthias; Aldinucci, Marco; Buschjäger, Sebastian | |
| MERGE: A model for multi-input biomedical federated learning | 2023 | Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria | |
| Personalized Aggregation for Federated Prototypical Learning | 2025 | Samuele Fonio, Bruno Casella, Marco Aldinucci | |
| 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; Campo, Gianluca; Sardone, Andrea; Maiellaro, Francesco; Nebiolo, Marco; Annibali, Gianmarco; Pagliasotto, Ilaria; Ferrua, Maria Chiara; Rampone, Joao; Cumitini, Luca; Van Der Heijden, Liefke; Boccuzzi, Giacomo; Mittone, Gianluca | |
| Protocol for training MERGE: A federated multi-input neural network for COVID-19 prognosis | 2024 | Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria |