Exploratory Analysis of Federated Learning Methods with Differential Privacy on MIMIC-III

Aron N. Horvath, Matteo Berchier, Farhad Nooralahzadeh +2

Background: Federated learning methods offer the possibility of training machine learning models on privacy-sensitive data sets, which cannot be easily shared. Multiple regulations…