Gianpaolo Carrafiello

Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

2022 · arXiv (Cornell University)

Federated learning (FL) is a distributed machine learning technique that enables collaborative model training while avoiding explicit data sharing. The inherent privacy-preserving property of FL algorithms makes them especially attractive to the medical field. However, …