23 citations · 26 across the 9 of their papers we have counts for
3 papers · 1 filter
A reduced model for the long-term effects of physical activity on type 2 diabetes
Lea Multerer, Pierluigi Francesco De Paola, Marta Lenatti +2
Type 2 diabetes progresses slowly and may be reversed through lifestyle changes, but quantifying the long-term impact of regular physical activity remains challenging due to sparse…
Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework
Claudio Bonesana, Daniele Malpetti, Sandra Mitrović +2
We present Flotta, a Federated Learning framework designed to train machine learning models on sensitive data distributed across a multi-party consortium conducting research in con…
Global Outlier Detection in a Federated Learning Setting with Isolation Forest
Daniele Malpetti, Laura Azzimonti
We present a novel strategy for detecting global outliers in a federated learning setting, targeting in particular cross-silo scenarios. Our approach involves the use of two server…