Scholar

Sébastien Rouault

Google Scholar ID: 5pSk6VAAAAAJ

Calicarpa

Computer ScienceMachine LearningByzantine resiliencePrivacy

Citations & Impact

All-time

Citations

1,663

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

1 items

2025

Cited

Resume (English only)

Academic Achievements

Published 'Collaborative Learning in the Jungle' at NeurIPS 2021
Published 'Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?' at PODC 2021
Published 'Garfield: System Support for Byzantine Machine Learning' at DSN 2021
Published 'Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent' at ICLR 2021
Published 'Aksel: Fast Byzantine SGD' at OPODIS 2020, awarded Best Student Paper
Published 'Fast and Robust Distributed Learning in High Dimension' at SRDS 2020
Published 'Genuinely Distributed Byzantine Machine Learning' at PODC 2020
Published 'AggregaThor: Byzantine Machine Learning via Robust Gradient Aggregation' at MLSys 2019
Published 'The Hidden Vulnerability of Distributed Learning in Byzantium' at ICML 2018 (accepted with a 'Long Talk')
Published 'On The Robustness of a Neural Network' at SRDS 2017

Co-authors

2 total