1 code implementation • ICML 2018 • Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
The dampening component bounds the convergence rate by adjusting to stale information through a generic gradient weighting scheme.
no code implementations • 23 May 2017 • Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi
The rise of connected personal devices together with privacy concerns call for machine learning algorithms capable of leveraging the data of a large number of agents to learn personalized models under strong privacy requirements.