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Author

Gianluca Mittone

Observed names: Gianluca MITTONE, MITTONE, GIANLUCA, Mittone, Gianluca
Institution: University of Turin
ORCID: 0000-0002-1887-6911
Observed ORCID: 0000-0002-1887-6911
OpenAlex ID: A5086142146
Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets
2021 · Fabrizio D'Ascenzo, Ovidio De Filippo, et al. · The Lancet · 337
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Machine learning for cardiology
2021 · Yasir ARFAT, Gianluca MITTONE, et al. · Minerva Cardiology and Angiology · 44
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Practical parallelization of scientific applications with OpenMP, OpenACC and MPI
2021 · Marco Aldinucci, Valentina Cesare, et al. · Journal of Parallel and Distributed Computing · 44
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Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning
2023 · Gianluca Mittone, Nicoló Tonci, et al. · ACM International Conference on Computing Frontiers (CF) · 22
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A Federated Learning Benchmark for Drug-Target Interaction
2023 · Gianluca Mittone, Filip Svoboda, et al. · International World Wide Web Conference (WWW) · 15
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Federated Learning Meets HPC and Cloud
2023 · Iacopo Colonnelli, Bruno Casella, et al. · Astrophysics and space science proceedings · 14
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Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach
2022 · Giovanni Agosta, Marco Aldinucci, et al. · Microprocessors and Microsystems · 11
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Cross-Facility Federated Learning
2024 · Iacopo Colonnelli, Robert Birke, et al. · Procedia Computer Science · 10
Impact of Left Ventricular Ejection Fraction on Procedural and Long-Term Outcomes of Bifurcation Percutaneous Coronary Intervention
2022 · Guglielmo Gallone, Jeehoon Kang, et al. · The American Journal of Cardiology · 10
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Pooling critical datasets with Federated Learning
2023 · Yasir Arfat, Gianluca Mittone, et al. · Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) · 9
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Model-Agnostic Federated Learning
2023 · Gianluca Mittone, Walter Riviera, et al. · Lecture notes in computer science · 9
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TEXTAROSSA: Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascale
2021 · Giovanni Agosta, Daniele Cattaneo, et al. · Euromicro Conference on Digital System Design (DSD) · 7
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Forecasting the Risk of Heart Failure Hospitalization After Acute Coronary Syndromes: the CORALYS HF Score
2023 · Fabrizio D'Ascenzo, Enrico Fabris, et al. · The American Journal of Cardiology · 5
A Performance Analysis for Confidential Federated Learning
2024 · Bruno Casella, Iacopo Colonnelli, et al. · IEEE Security and Privacy Workshops (SPW) · 3
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RISC-V-Based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters
2023 · William Fornaciari, Federico Reghenzani, et al. · Lecture notes in computer science · 3
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Efficiently Distributed Federated Learning
2024 · Gianluca Mittone, Robert Birke, et al. · Lecture notes in computer science · 2
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Artifact of the paper: Accelerating Sharded Data Parallelism at Scale with Federated Learning
2026 · Mittone, Gianluca, Aldinucci, Marco · Zenodo (CERN European Organization for Nuclear Research) · 1
Distributed Edge Inference: an Experimental Study on Multiview Detection
2023 · Gianluca Mittone, Giulio Malenza, et al. · IEEE/ACM International Conference on Utility and Cloud Computing (UCC) · 1
Accelerating Sharded Data Parallelism at Scale with Federated Learning
2026 · Gianluca Mittone, Marco Aldinucci · Lecture notes in computer science
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Federated AdaBoost for Survival Analysis
2026 · Oussama Harrak, Bruno Casella, et al. · Communications in computer and information science
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Kenji-Endo: a BabyLM @EVALITA
2026 · Calogero Jerik Scozzaro, Matteo Rinaldi, et al. · Institutional Research Information System University of Turin (University of Turin)
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Reproducibility Report for SC25 Paper SIGMo: High-Throughput Batched Subgraph Isomorphism on GPUs for Molecular Matching
2025 · Gianluca Mittone · International Conference for High Performance Computing, Networking, Storage and Analysis (SC)
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Workshop Scientific HPC in the pre-Exascale era (part of ITADATA 2024) Proceedings
2025 · Bena, Nicola, Diamantini, Claudia, et al. · arXiv (Cornell University)
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Benchmarking Federated Learning Frameworks’ Scalability
2025 · Gianluca Mittone, Samuele Fonio, et al. · Institutional Research Information System University of Turin (University of Turin)
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Corrigendum to ‘Forecasting the Risk of Heart Failure Hospitalization After Acute Coronary Syndromes: the CORALYS HF Score’ [American Journal of Cardiology 206 (2023) 320-329]
2023 · Fabrizio D'Ascenzo, Enrico Fabris, et al. · The American Journal of Cardiology
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Works count: 27
Citation count: 547
H-index: 9
I10-index: 9
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