Zeno++: Robust Fully Asynchronous SGD

Cong Xie, Sanmi Koyejo, Indranil Gupta

Abstract: We propose Zeno++, a new robust asynchronous Stochastic Gradient Descent(SGD) procedure, intended to tolerate Byzantine failures of workers. In contrast to previous work, Zeno++ removes several unr...