Sébastien Rouault

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 16

Top Topics

Differential Privacy

Top Venues

Publications

El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
Genuinely distributed Byzantine machine learning. Distributed Comput. 35 (4) (2022)
Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? PODC (2021)
Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? CoRR (2021)
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
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments. CoRR (2021)
Rachid Guerraoui, Arsany Guirguis, Jérémy Plassmann, Anton Ragot, Sébastien Rouault
GARFIELD: System Support for Byzantine Machine Learning (Regular Paper). DSN (2021)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent. ICLR (2021)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning). NeurIPS (2021)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
Garfield: System Support for Byzantine Machine Learning. CoRR (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
Genuinely Distributed Byzantine Machine Learning. PODC (2020)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
Collaborative Learning as an Agreement Problem. CoRR (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault
Fast and Robust Distributed Learning in High Dimension. SRDS (2020)
Amine Boussetta, El-Mahdi El-Mhamdi, Rachid Guerraoui, Alexandre Maurer, Sébastien Rouault
AKSEL: Fast Byzantine SGD. OPODIS (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault
Distributed Momentum for Byzantine-resilient Learning. CoRR (2020)
Georgios Damaskinos, El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation. MLSys (2019)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
The Hidden Vulnerability of Distributed Learning in Byzantium. ICML (2018)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
The Hidden Vulnerability of Distributed Learning in Byzantium. CoRR (2018)