Concepedia

El Mahdi El Mhamdi

EM

Statistics

Publications

14

Citations

1.8K

H-Index

13

Active since

2014

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

El Mahdi El Mhamdi is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and distributed learning.

Top concepts

EngineeringComputer ScienceMachine LearningDistributed LearningData ScienceData SecurityFederated LearningDistributed AlgorithmsHardware SecurityDistributed Systems

Publications per year

2014–2022

14

Publications

14

Machine learning with adversaries: byzantine tolerant gradient descent

Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui et al. · Neural Information Processing Systems · 2017 · 984 citations

Cluster Computing, Engineering, Machine Learning +17

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

When Neurons Fail

El Mahdi El Mhamdi, Rachid Guerraoui · 2017 · 33 citations · Full text

Engineering, Machine Learning, Neural Network +16

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