A Federated Random Forest Solution for Secure Distributed Machine Learning

Alexandre Cotorobai, Jorge Miguel Silva, Jose Luis Oliveira

Privacy and regulatory barriers often hinder centralized machine learning solutions, particularly in sectors like healthcare where data cannot be freely shared. Federated learning…