El Mahdi EL MHAMDI
El Mahdi EL MHAMDI
EPFL, Switzerland
Verified email at polytechnique.edu - Homepage
Title
Cited by
Cited by
Year
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
P Blanchard, EM El Mhamdi, R Guerraoui, J Stainer
NeurIPS - Advances in Neural Information Processing Systems, 118-128, 2017
1032017
The Hidden Vulnerability of Distributed Learning in Byzantium
EM El Mhamdi, R Guerraoui, S Rouault
ICML - International Conference on Machine Learning (Long Talk), 3518-3527, 2018
382018
Asynchronous Byzantine Machine Learning (the case of SGD)
G Damaskinos, EM El Mhamdi, R Guerraoui, R Patra, M Taziki
ICML - International Conference on Machine Learning (Long Talk), 1153-1162, 2018
24*2018
Brief announcement: Byzantine-tolerant machine learning
P Blanchard, EM El Mhamdi, R Guerraoui, J Stainer
PODC - Proceedings of the ACM Symposium on Principles of Distributed …, 2017
20*2017
Is light-induced degradation of a-Si: H/c-Si interfaces reversible?
EM El Mhamdi, J Holovsky, B Demaurex, C Ballif, S De Wolf
Applied Physics Letters 104 (25), 252108, 2014
192014
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
EM El Mhamdi, R Guerraoui, H Hendrikx, A Maurer
NeurIPS - Advances in Neural Information Processing Systems (Spotlight), 129-139, 2017
15*2017
When Neurons Fail
EM El Mhamdi, R Guerraoui
IPDPS - Parallel and Distributed Processing Symposium, 2017 IEEE …, 2017
14*2017
When Neurons Fail-Technical Report
EM El Mhamdi, R Guerraoui
Biological Distributed Algorithms Workshop, 2016
14*2016
On The Robustness of a Neural Network
EM El Mhamdi, R Guerraoui, SLA Rouault
36th IEEE International Symposium on Reliable Distributed Systems, 2017
10*2017
AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation
G Damaskinos, EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
The Conference on Systems and Machine Learning (SysML), 2019, Stanford, CA, USA, 2019
82019
Fast and secure distributed learning in high dimension
EM El-Mhamdi, R Guerraoui
arXiv preprint arXiv:1905.04374, 2019
52019
Sgd: Decentralized byzantine resilience
EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
arXiv preprint arXiv:1905.03853, 2019
42019
Removing Algorithmic Discrimination (With Minimal Individual Error)
EM El Mhamdi, R Guerraoui, LN Hoang, A Maurer
arXiv preprint arXiv:1806.02510, 2018
22018
Virtuously Safe Reinforcement Learning
H Aslund, EM El Mhamdi, R Guerraoui, A Maurer
arXiv preprint arXiv:1805.11447, 2018
22018
ZnO: Al/(p) a-Si: H Contact Formation and Its Influence on Charge Carrier Lifetime Measurements
R Rößler, L Korte, C Leendertz, N Mingirulli, EM El Mhamdi, B Rech
27th European Photovoltaic Solar Energy Conference and Exhibition, 2012
22012
Robust Distributed Learning
EM El Mhamdi
EPFL, 2020
12020
The Probabilistic Fault Tolerance of Neural Networks in the Continuous Limit
EM El-Mhamdi, R Guerraoui, A Kucharavy, S Volodin
arXiv preprint arXiv:1902.01686, 2019
12019
Le machine learning et les sciences sociales à l’épreuve des échelles de complexité algorithmique
D Boullier, EM El Mhamdi
Revue d’anthropologie des connaissances 14 (14-1), 2020
2020
Distributed Momentum for Byzantine-resilient Learning
EM El-Mhamdi, R Guerraoui, S Rouault
arXiv preprint arXiv:2003.00010, 2020
2020
Le fabuleux chantier: Rendre l’intelligence artificielle robustement bénéfique
LN Hoang, EM El Mhamdi
EDP Sciences, 2019
2019
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Articles 1–20