QBI: Quantile-Based Bias Initialization for Efficient Private Data Reconstruction in Federated Learning

Micha V. Nowak, Tim P. Bott, David Khachaturov +3

Federated learning enables the training of machine learning models on distributed data without compromising user privacy, as data remains on personal devices and only model updates…