Principled Federated Random Forests for Heterogeneous Data

Rémi Khellaf, Erwan Scornet, Aurélien Bellet +1

Random Forests (RF) are among the most powerful and widely used predictive models for centralized tabular data, yet few methods exist to adapt them to the federated learning settin…