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Rachid Guerraoui

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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Personalized and Private Peer-to-Peer Machine Learning

Feb 19, 2018
Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi

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* 20 pages, to appear in the Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS 2018)

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Deep Learning Works in Practice. But Does it Work in Theory?

Jan 31, 2018
Lê Nguyên Hoang, Rachid Guerraoui

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* 6 pages, 4 figures

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Sequences, Items And Latent Links: Recommendation With Consumed Item Packs

Dec 07, 2017
Rachid Guerraoui, Erwan Le Merrer, Rhicheek Patra, Jean-Ronan Vigouroux

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* 12 pages

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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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When Neurons Fail

Jun 27, 2017
El Mahdi El Mhamdi, Rachid Guerraoui

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* 2017 IEEE International Parallel and Distributed Processing Symposium, Orlando, Florida

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