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El Mahdi EL MHAMDI
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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
16822017
The Hidden Vulnerability of Distributed Learning in Byzantium
EM El Mhamdi, R Guerraoui, S Rouault
ICML - International Conference on Machine Learning, 3518-3527, 2018
697*2018
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
1152018
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
942019
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent
EM El Mhamdi, R Guerraoui, SLA Rouault
9th International Conference on Learning Representations (ICLR), 2021
75*2021
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
62*2017
Collaborative learning in the jungle (decentralized, byzantine, heterogeneous, asynchronous and nonconvex learning)
EM El-Mhamdi, S Farhadkhani, R Guerraoui, A Guirguis, LN Hoang, ...
Advances in Neural Information Processing Systems 34, 25044-25057, 2021
432021
Genuinely distributed byzantine machine learning
EM El-Mhamdi, R Guerraoui, A Guirguis, LN Hoang, S Rouault
Proceedings of the 39th Symposium on Principles of Distributed Computing …, 2020
422020
When neurons fail
EME Mhamdi, R Guerraoui
IEEE International Parallel and Distributed Processing Symposium, 2017
412017
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
392014
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
26*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
242017
On the robustness of a neural network
EME Mhamdi, R Guerraoui, S Rouault
SRDS - 36th IEEE International Symposium on Reliable Distributed Systems, 2017
222017
Sgd: Decentralized byzantine resilience
EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
arXiv preprint arXiv:1905.03853, 2019
212019
On the Impossible Safety of Very Large AI Models
EM El-Mhamdi, S Farhadkhani, R Guerraoui, N Gupta, LN Hoang, R Pinot, ...
arXiv preprint arXiv:2209.15259, 2022
17*2022
On the strategyproofness of the geometric median
EM El-Mhamdi, S Farhadkhani, R Guerraoui, LN Hoang
International Conference on Artificial Intelligence and Statistics, 2603-2640, 2023
142023
Aksel: Fast byzantine sgd
A Boussetta, EM El-Mhamdi, R Guerraoui, A Maurer, S Rouault
24th International Conference on Principles of Distributed Systems (OPODIS 2020), 2021
112021
When neurons fail-technical report
EM El Mhamdi, R Guerraoui
Biological Distributed Algorithms Workshop, 2016
112016
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 preprint arXiv:2107.07334, 2021
102021
Collaborative learning as an agreement problem
EM El-Mhamdi, R Guerraoui, A Guirguis, LN Hoang, S Rouault
arXiv preprint arXiv:2008.00742, 2020
102020
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Articles 1–20