Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks

Aleksei Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan +3

Federated systems enable collaborative training on highly heterogeneous data through model personalization, which can be facilitated by employing multi-task learning algorithms. Ho…