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El Mahdi El Mhamdi

Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland

Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training


Jun 09, 2020
Andrei Kucharavy, El Mahdi El Mhamdi, Rachid Guerraoui

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* 8 pages, 10 figures 

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Fast Machine Learning with Byzantine Workers and Servers


Nov 18, 2019
El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis

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* 21 pages, 8 figures, 1 table 

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Fatal Brain Damage


Feb 05, 2019
El Mahdi El Mhamdi, Rachid Guerraoui, Sergei Volodin

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* 8 pages (without references), 6 figures, 11 pages of supplementary material 

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The Hidden Vulnerability of Distributed Learning in Byzantium


Jul 17, 2018
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault

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* Accepted to ICML 2018 as a long talk 

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Asynchronous Byzantine Machine Learning (the case of SGD)


Jul 09, 2018
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki

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* accepted to ICML 2018 

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Removing Algorithmic Discrimination (With Minimal Individual Error)


Jun 07, 2018
El Mahdi El Mhamdi, Rachid Guerraoui, Lê Nguyên Hoang, Alexandre Maurer

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Virtuously Safe Reinforcement Learning


May 29, 2018
Henrik Aslund, El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer

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Learning to Gather without Communication


Feb 21, 2018
El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer, Vladislav Tempez

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* Preliminary version, presented at the 5th Biological Distributed Algorithms Workshop. Washington D.C, July 28th, 2017 

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On The Robustness of a Neural Network


Aug 07, 2017
El Mahdi El Mhamdi, Rachid Guerraoui, Sebastien Rouault

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* 36th IEEE International Symposium on Reliable Distributed Systems 26 - 29 September 2017. Hong Kong, China 

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