1 code implementation • NeurIPS 2017 • Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
We propose \emph{Krum}, an aggregation rule that satisfies our resilience property, which we argue is the first provably Byzantine-resilient algorithm for distributed SGD.
no code implementations • 8 Mar 2017 • Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
The growth of data, the need for scalability and the complexity of models used in modern machine learning calls for distributed implementations.