El Mahdi EL MHAMDI
El Mahdi EL MHAMDI
EPFL, Switzerland
Verified email at polytechnique.edu - Homepage
TitleCited byYear
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
632017
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
262018
Brief announcement: Byzantine-tolerant machine learning
PF Blanchard, EM El Mhamdi, R Guerraoui, J Stainer
ACM Symposium on Principles of Distributed Computing, 2017
17*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
172014
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
162018
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
13*2017
When Neurons Fail
EM El Mhamdi, R Guerraoui
IPDPS - Parallel and Distributed Processing Symposium, 2017 IEEE …, 2017
12*2017
When Neurons Fail-Technical Report
EM El Mhamdi, R Guerraoui
Biological Distributed Algorithms Workshop, 2016
12*2016
On The Robustness of a Neural Network
EM El Mhamdi, R Guerraoui, SLA Rouault
36th IEEE International Symposium on Reliable Distributed Systems, 2017
7*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
42019
Fast and Secure Distributed Learning in High Dimension
EM El-Mhamdi, R Guerraoui
arXiv preprint arXiv:1905.04374, 2019
32019
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
SGD: Decentralized Byzantine Resilience
EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
arXiv preprint arXiv:1905.03853, 2019
12019
Removing Algorithmic Discrimination (With Minimal Individual Error)
EM El Mhamdi, R Guerraoui, LN Hoang, A Maurer
arXiv preprint arXiv:1806.02510, 2018
12018
Virtuously Safe Reinforcement Learning
H Aslund, EM El Mhamdi, R Guerraoui, A Maurer
arXiv preprint arXiv:1805.11447, 2018
12018
Exploring the Borderlands of the Gathering Problem
EM El Mhamdi, R Guerraoui, A Maurer, V Tempez
Bulletin of EATCS 1 (129), 2019
2019
Fatal Brain Damage
EM El Mhamdi, R Guerraoui, S Volodin
arXiv preprint arXiv:1902.01686, 2019
2019
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
2019
Learning to Gather without Communication
EM El Mhamdi, R Guerraoui, A Maurer, V Tempez
arXiv preprint arXiv:1802.07834, 2018
2018
Predicting complex genetic phenotypes using error propagation in weighted networks
EM El-Mhamdi, A Kucharavy, R Guerraoui, R Li
bioRxiv, 487348, 2018
2018
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