Sébastien Rouault
Title
Cited by
Cited by
Year
The hidden vulnerability of distributed learning in byzantium
R Guerraoui, S Rouault
International Conference on Machine Learning, 3521-3530, 2018
118*2018
Aggregathor: Byzantine machine learning via robust gradient aggregation
G Damaskinos, EM El Mhamdi, R Guerraoui, AHA Guirguis, SLA Rouault
The Conference on Systems and Machine Learning (SysML), 2019, 2019
342019
On The Robustness of a Neural Network
R Guerraoui, S Rouault
2017 IEEE 36th Symposium on Reliable Distributed Systems (SRDS), 84-93, 2017
17*2017
Sgd: Decentralized byzantine resilience
EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
arXiv preprint arXiv:1905.03853, 2019
132019
Genuinely distributed byzantine machine learning
EM El-Mhamdi, R Guerraoui, A Guirguis, LN Hoang, S Rouault
Proceedings of the 39th Symposium on Principles of Distributed Computing …, 2020
62020
Distributed Momentum for Byzantine-resilient Learning
EM El-Mhamdi, R Guerraoui, S Rouault
arXiv preprint arXiv:2003.00010, 2020
12020
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
R Guerraoui, N Gupta, R Pinot, S Rouault, J Stephan
arXiv preprint arXiv:2102.08166, 2021
2021
AKSEL: Fast Byzantine SGD
A Boussetta, EM El-Mhamdi, R Guerraoui, A Maurer, S Rouault
24th International Conference on Principles of Distributed Systems (OPODIS 2020), 2021
2021
Garfield: System Support for Byzantine Machine Learning
EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
arXiv preprint arXiv:2010.05888, 2020
2020
Fast and Robust Distributed Learning in High Dimension
EM El-Mhamdi, R Guerraoui, S Rouault
2020 International Symposium on Reliable Distributed Systems (SRDS), 71-80, 2020
2020
Collaborative Learning as an Agreement Problem
EM El-Mhamdi, R Guerraoui, A Guirguis, LN Hoang, S Rouault
arXiv preprint arXiv:2008.00742, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–11