Search Results for author: Gianluca Mittone

Found 3 papers, 3 papers with code

Model-Agnostic Federated Learning

1 code implementation • 8 Mar 2023 • Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci

MAFL marries a model-agnostic FL algorithm, AdaBoost. F, with an open industry-grade FL framework: Intel OpenFL.

Federated Learning

3

Paper
Code

Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning

1 code implementation • 15 Feb 2023 • Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medić, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci

Federated Learning (FL) and Edge Inference are examples of DML.

Federated Learning

4

Paper
Code

A Federated Learning Benchmark for Drug-Target Interaction

1 code implementation • 15 Feb 2023 • Gianluca Mittone, Filip Svoboda, Marco Aldinucci, Nicholas D. Lane, Pietro Lio

Aggregating pharmaceutical data in the drug-target interaction (DTI) domain has the potential to deliver life-saving breakthroughs.

Federated Learning Privacy Preserving

4

Paper
Code

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