Sfoglia per Autore
DALLMi: Domain Adaption for LLM-Based Multi-label Classifier
2024-01-01 Bețianu, Miruna; Mălan, Abele; Aldinucci, Marco; Birke, Robert; Chen, Lydia
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios
2024-01-01 Casella, Bruno; Esposito, Roberto; Sciarappa, Antonio; Cavazzoni, Carlo; Aldinucci, Marco
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 Time Series Classification with ROCKET features
2024-01-01 Casella, Bruno; Jakobs, Matthias; Aldinucci, Marco; Buschjäger, Sebastian
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
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
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.
Secure Generic Remote Workflow Execution with TEEs
2024-01-01 Brescia, Lorenzo; Aldinucci, Marco
Analyzing FOSS license usage in publicly available software at scale via the SWH-analytics framework
2024-01-01 Antelmi A.; Torquati M.; Corridori G.; Gregori D.; Polzella F.; Spinatelli G.; Aldinucci M.
Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows
2024-01-01 Iacopo Colonnelli , Doriana Medić, Alberto Mulone, Viviana Bono, Luca Padovani, Marco Aldinucci
Toward HPC application portability via C++ PSTL: the Gaia AVU-GSR code assessment
2024-01-01 Malenza Giulio;Cesare Valentina;Aldinucci Marco;Becciani Ugo;Vecchiato Alberto;
Cross-Facility Federated Learning
2024-01-01 Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Jeroen Galjaard, Lydia Y. Chen, Sanzio Bassini, Gabriella Scipione, Jan Martinovič, Vit Vondrák, Marco Aldinucci
A Convolutional-Transformer Model for FFR and iFR Assessment from Coronary Angiography
2024-01-01 Mineo, R; Salanitri, F Proietto; Bellitto, G; Kavasidis, I; De Filippo, O; Millesimo, M; De Ferrari, G M; Aldinucci, M; Giordano, D; Palazzo, S; D'Ascenzo, F; Spampinato, C
Distributed Edge Inference: an Experimental Study on Multiview Detection
2024-01-01 Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke
Benchmarking Parallelization Models through Karmarkar’s Interior-point method
2024-01-01 Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci
Model-Agnostic Federated Learning
2023-01-01 Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci
Towards formal model for location aware workflows
2023-01-01 Doriana Medic; Marco Aldinucci
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
A Systematic Mapping Study of Italian Research on Workflows
2023-01-01 Aldinucci M.; Baralis E.M.; Cardellini V.; Colonnelli I.; Danelutto M.; Decherchi S.; Di Modica G.; Ferrucci L.; Gribaudo M.; Iannone F.; Lapegna M.; Medic D.; Muscianisi G.; Righetti F.; Sciacca E.; Tonellotto N.; Tortonesi M.; Trunfio P.; Vardanega T.
CAPIO: a Middleware for Transparent I/O Streaming in Data-Intensive Workflows
2023-01-01 Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| DALLMi: Domain Adaption for LLM-Based Multi-label Classifier | 2024 | Bețianu, Miruna; Mălan, Abele; Aldinucci, Marco; Birke, Robert; Chen, Lydia | |
| Experimenting with Normalization Layers in Federated Learning on non-IID scenarios | 2024 | Casella, Bruno; Esposito, Roberto; Sciarappa, Antonio; Cavazzoni, Carlo; Aldinucci, Marco | |
| 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 Time Series Classification with ROCKET features | 2024 | Casella, Bruno; Jakobs, Matthias; Aldinucci, Marco; Buschjäger, Sebastian | |
| A Performance Analysis for Confidential Federated Learning | 2024 | Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci | |
| Protocol for training MERGE: A federated multi-input neural network for COVID-19 prognosis | 2024 | Casella, Bruno; Riviera, Walter; Aldinucci, Marco; Menegaz, Gloria | |
| 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. | |
| Secure Generic Remote Workflow Execution with TEEs | 2024 | Brescia, Lorenzo; Aldinucci, Marco | |
| Analyzing FOSS license usage in publicly available software at scale via the SWH-analytics framework | 2024 | Antelmi A.; Torquati M.; Corridori G.; Gregori D.; Polzella F.; Spinatelli G.; Aldinucci M. | |
| Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows | 2024 | Iacopo Colonnelli , Doriana Medić, Alberto Mulone, Viviana Bono, Luca Padovani, Marco Aldinucci | |
| Toward HPC application portability via C++ PSTL: the Gaia AVU-GSR code assessment | 2024 | Malenza Giulio;Cesare Valentina;Aldinucci Marco;Becciani Ugo;Vecchiato Alberto; | |
| Cross-Facility Federated Learning | 2024 | Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Jeroen Galjaard, Lydia Y. Chen, Sanzio Bassini, Gabriella Scipione, Jan Martinovič, Vit Vondrák, Marco Aldinucci | |
| A Convolutional-Transformer Model for FFR and iFR Assessment from Coronary Angiography | 2024 | Mineo, R; Salanitri, F Proietto; Bellitto, G; Kavasidis, I; De Filippo, O; Millesimo, M; De Ferrari, G M; Aldinucci, M; Giordano, D; Palazzo, S; D'Ascenzo, F; Spampinato, C | |
| Distributed Edge Inference: an Experimental Study on Multiview Detection | 2024 | Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke | |
| Benchmarking Parallelization Models through Karmarkar’s Interior-point method | 2024 | Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci | |
| Model-Agnostic Federated Learning | 2023 | Gianluca Mittone, Walter Riviera , Iacopo Colonnelli , Robert Birke , Marco Aldinucci | |
| Towards formal model for location aware workflows | 2023 | Doriana Medic; 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 | |
| A Systematic Mapping Study of Italian Research on Workflows | 2023 | Aldinucci M.; Baralis E.M.; Cardellini V.; Colonnelli I.; Danelutto M.; Decherchi S.; Di Modica G.; Ferrucci L.; Gribaudo M.; Iannone F.; Lapegna M.; Medic D.; Muscianisi G.; Righetti F.; Sciacca E.; Tonellotto N.; Tortonesi M.; Trunfio P.; Vardanega T. | |
| CAPIO: a Middleware for Transparent I/O Streaming in Data-Intensive Workflows | 2023 | Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo |
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