Robust and Efficient Collaborative Learning

Abdellah El Mrini, Sadegh Farhadkhan, Rachid Guerraoui

Collaborative machine learning is challenged by training-time adversarial behaviors. Existing approaches to tolerate such behaviors either rely on a central server or induce high c…