Federated learning: a new approach in food research

This publication investigates the use of federated learning in food research.

First, a framework that describes the variants of federated learning implementations. Then, the publication provides an overview of applications of
federated learning in food research. The document discusses the performance of the models trained with federated learning, and reasons for the use of federated learning.

Find more about this publication here: https://doi.org/10.1016/j.jafr.2025.102238