Sébastien Rouault

22 papers A* 5A 1B 3Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
On Monotonicity in AI Alignment.
CoRR
Gilles Bareilles, Julien Fageot, Lê-Nguyên Hoang, Peva Blanchard, Wassim Bouaziz, Sébastien Rouault, El-Mahdi El-Mhamdi
2022 J jnl
Genuinely distributed Byzantine machine learning.
Distributed Comput.
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
2022 — —
Practical Byzantine-resilient Stochastic Gradient Descent.
Sébastien Rouault
2021 A* conf
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning).
NeurIPS
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
2021 J jnl
Combining Differential Privacy and Byzantine Resilience in Distributed SGD.
CoRR
Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Sébastien Rouault, John Stephan
2021 A* conf
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
PODC
Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
2021 J jnl
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?
CoRR
Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
2021 A* conf
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent.
ICLR
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2021 A conf
GARFIELD: System Support for Byzantine Machine Learning (Regular Paper).
DSN
Rachid Guerraoui, Arsany Guirguis, Jérémy Plassmann, Anton Ragot, Sébastien Rouault
2021 J jnl
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments.
CoRR
Lê-Nguyên Hoang, Louis Faucon, Aidan Jungo, Sergei Volodin, Dalia Papuc, Orfeas Liossatos, Ben Crulis, Mariame Tighanimine, Isabela Constantin, Anastasiia Kucherenko, Alexandre Maurer, Felix Grimberg, Vlad Nitu, Chris Vossen, Sébastien Rouault, El-Mahdi El-Mhamdi
2020 B conf
AKSEL: Fast Byzantine SGD.
OPODIS
Amine Boussetta, El-Mahdi El-Mhamdi, Rachid Guerraoui, Alexandre Maurer, Sébastien Rouault
2020 J jnl
Collaborative Learning as an Agreement Problem.
CoRR
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
2020 J jnl
Distributed Momentum for Byzantine-resilient Learning.
CoRR
El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault
2020 B conf
Fast and Robust Distributed Learning in High Dimension.
SRDS
El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault
2020 J jnl
Garfield: System Support for Byzantine Machine Learning.
CoRR
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
2020 A* conf
Genuinely Distributed Byzantine Machine Learning.
PODC
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
2019 — conf
AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation.
SysML
Georgios Damaskinos, El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
2019 J jnl
SGD: Decentralized Byzantine Resilience.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
2018 A* conf
The Hidden Vulnerability of Distributed Learning in Byzantium.
ICML
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2018 J jnl
The Hidden Vulnerability of Distributed Learning in Byzantium.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2017 J jnl
On The Robustness of a Neural Network.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2017 B conf
On the Robustness of a Neural Network.
SRDS
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault