Daniele Malpetti

According to our database, Daniele Malpetti authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FPLIER: Federated Pathway-Level Information Extractor.

Daniele Malpetti, Christian Berchtold, Francesco Gualdi, Marco Scutari, Laura Azzimonti, Francesca Mangili

CoRR, May, 2026

Tiny-DroNeRF: Tiny Neural Radiance Fields aboard Federated Learning-enabled Nano-drones.

Ilenia Carboni, Elia Cereda, Lorenzo Lamberti, Daniele Malpetti, Francesco Conti, Daniele Palossi

CoRR, March, 2026

2025

Technical Insights and Legal Considerations for Advancing Federated Learning in Bioinformatics.

Daniele Malpetti, Marco Scutari, Francesco Gualdi, Jessica van Setten, Sander W. Van der Laan, Saskia Haitjema, Aaron Mark Lee, Isabelle Hering, Francesca Mangili

CoRR, March, 2025

Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities.

Daniele Malpetti, Marco Scutari, Francesco Gualdi, Jessica van Setten, Sander W. Van der Laan, Saskia Haitjema, Aaron Mark Lee, Isabelle Hering, Francesca Mangili

Frontiers Digit. Health, 2025

2024

Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework.

Claudio Bonesana, Daniele Malpetti, Sandra Mitrovic, Francesca Mangili, Laura Azzimonti

CoRR, 2024

Global Outlier Detection in a Federated Learning Setting with Isolation Forest.

Daniele Malpetti, Laura Azzimonti

CoRR, 2024