34 citations · 57 across the 2 of their papers we have counts for
2 papers
stat.ML2017★ 34 cited
When Neurons Fail
El Mahdi El Mhamdi, Rachid Guerraoui
We view a neural network as a distributed system of which neurons can fail independently, and we evaluate its robustness in the absence of any (recovery) learning phase. We give ti…
cs.DC2017★ 23 cited
Byzantine-Tolerant Machine Learning
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui +1
The growth of data, the need for scalability and the complexity of models used in modern machine learning calls for distributed implementations. Yet, as of today, distributed machi…