El Mahdi El Mhamdi

El Mahdi El Mhamdi

École Polytechnique (Institut Polytechnique de Paris) - Palaiseau / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 1661598
Polytechnic School
person_outline El Mahdi El Mhamdi's MOST POPULAR ARTICLES
1-) Machine Learning with Adversaries: Byzantine Tolerant Gradient DescentP Blanchard, EM El Mhamdi, R Guerraoui, J StainerAdvances in Neural Information Processing Systems, 118-128, 20177882017
2-) The Hidden Vulnerability of Distributed Learning in ByzantiumEM El Mhamdi, R Guerraoui, S RouaultICML - International Conference on Machine Learning, 3518-3527, 2018346*2018
3-) Asynchronous Byzantine Machine Learning (the case of SGD)G Damaskinos, EM El Mhamdi, R Guerraoui, R Patra, M TazikiICML - International Conference on Machine Learning, 1153-1162, 2018842018
4-) AGGREGATHOR: Byzantine Machine Learning via Robust Gradient AggregationG Damaskinos, EM El-Mhamdi, R Guerraoui, A Guirguis, S RouaultThe Conference on Systems and Machine Learning (MLSys), 2019, Stanford, CA, USA, 20191002019
5-) Distributed Momentum for Byzantine-resilient Stochastic Gradient DescentEM El Mhamdi, R Guerraoui, SLA Rouault9th International Conference on Learning Representations (ICLR), 202185*2021