El Mahdi EL MHAMDI
El Mahdi EL MHAMDI
École polytechnique & Google Brain
Geverifieerd e-mailadres voor polytechnique.edu - Homepage
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Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
P Blanchard, EM El Mhamdi, R Guerraoui, J Stainer
Advances in Neural Information Processing Systems, 118-128, 2017
2922017
The Hidden Vulnerability of Distributed Learning in Byzantium
EM El Mhamdi, R Guerraoui, S Rouault
ICML - International Conference on Machine Learning, 3518-3527, 2018
1162018
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, 1153-1162, 2018
502018
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
36*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 (MLSys), 2019, Stanford, CA, USA, 2019
342019
When Neurons Fail-Technical Report
EM El Mhamdi, R Guerraoui
Biological Distributed Algorithms Workshop, 2016
26*2016
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
262014
When neurons fail
EM El Mhamdi, R Guerraoui
IPDPS - IEEE International Parallel and Distributed Processing Symposium, 2017
20*2017
Genuinely Distributed Byzantine Machine Learning
EM El-Mhamdi, R Guerraoui, A Guirguis, LN Hoang, S Rouault
PODC - Proceedings of the 39th Symposium on Principles of Distributed …, 2020
19*2020
Dynamic safe interruptibility for decentralized multi-agent reinforcement learning
EM El Mhamdi, R Guerraoui, H Hendrikx, A Maurer
Advances in Neural Information Processing Systems, 130-140, 2017
182017
On the robustness of a neural network
EME Mhamdi, R Guerraoui, S Rouault
SRDS - 36th IEEE International Symposium on Reliable Distributed Systems, 2017
172017
Fast and Robust Distributed Learning in High Dimension
EM El-Mhamdi, R Guerraoui, S Rouault
SRDS - 39th IEEE International Symposium on Reliable Distributed Systems, 71-80, 2020
9*2020
Virtuously Safe Reinforcement Learning
H Aslund, EM El Mhamdi, R Guerraoui, A Maurer
arXiv preprint arXiv:1805.11447, 2018
32018
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
32012
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments
LN Hoang, L Faucon, A Jungo, S Volodin, D Papuc, O Liossatos, B Crulis, ...
ArXiV, 2021
22021
Recommendation Algorithms, a Neglected Opportunity for Public Health
LN Hoang, L Faucon, EM El-Mhamdi
Revue Médecine et Philosophie 4 (2), 16-24, 2021
22021
Robust Distributed Learning
EM El Mhamdi
EPFL, 2020
22020
Exploring the Borderlands of the Gathering Problem
EM El Mhamdi, R Guerraoui, A Maurer, V Tempez
Bulletin of EATCS 1 (129), 2019
2*2019
Removing Algorithmic Discrimination (With Minimal Individual Error)
EM El Mhamdi, R Guerraoui, LN Hoang, A Maurer
arXiv preprint arXiv:1806.02510, 2018
22018
On the Strategyproofness of the Geometric Median
EM El-Mhamdi, S Farhadkhani, R Guerraoui, LN Hoang
arXiv preprint arXiv:2106.02394, 2021
12021
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Artikelen 1–20