Concepedia

Sébastien Rouault

SR

Statistics

Publications

10

Citations

747

H-Index

10

Active since

2017

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Sébastien Rouault is an author at École Polytechnique Fédérale de Lausanne specializing in computer science, engineering, and distributed learning.

Top concepts

EngineeringComputer ScienceData SecurityMachine LearningDistributed LearningData ScienceHardware SecurityFederated LearningDistributed SystemsDistributed Algorithms

Publications per year

2017–2022

10

Publications

10

The Hidden Vulnerability of Distributed Learning in Byzantium

El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault · arXiv (Cornell University) · 2018 · 473 citations · Full text

Engineering, Machine Learning, Hidden Vulnerability +13

The Hidden Vulnerability of Distributed Learning in Byzantium

El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault · International Conference on Machine Learning · 2018 · 127 citations

Mathematical Programming, Engineering, Machine Learning +15

Genuinely Distributed Byzantine Machine Learning

El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis et al. · 2020 · 35 citations · Full text

Cluster Computing, Engineering, Machine Learning +16

Differential Privacy and Byzantine Resilience in SGD

Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot et al. · 2021 · 23 citations

Blockchain Consensus Protocol, Engineering, Machine Learning +16

Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent

El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault · International Conference on Learning Representations · 2021 · 22 citations

Engineering, Machine Learning, Distributed Algorithms +19

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