El-Mahdi El-Mhamdi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Collaborative Learning

Top Venues

Publications

Aymeric Capitaine, Etienne Boursier, Antoine Scheid, Eric Moulines, Michael I. Jordan, El-Mahdi El-Mhamdi, Alain Durmus
Unravelling in Collaborative Learning. CoRR (2024)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang
On the Strategyproofness of the Geometric Median. AISTATS (2023)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan
SoK: On the Impossible Security of Very Large Foundation Models. CoRR (2022)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
Genuinely distributed Byzantine machine learning. Distributed Comput. 35 (4) (2022)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Lê-Nguyên Hoang, Alexandre Maurer
Removing algorithmic discrimination (with minimal individual error). Theor. Comput. Sci. 923 (2022)
Lê Nguyên Hoang, Louis Faucon, Aidan Jungo, Sergei Volodin, Dalia Papuc, Orfeas Liossatos, Ben Crulis, Mariame Tighanimine, Isabela Constantin, Anastasiia Kucherenko, Alexandre Maurer, Felix Grimberg, Vlad Nitu, Chris Vossen, Sébastien Rouault, El-Mahdi El-Mhamdi
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments. CoRR (2021)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang
On the Strategyproofness of the Geometric Median. CoRR (2021)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê-Nguyên Hoang, Sébastien Rouault
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning). NeurIPS (2021)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
Garfield: System Support for Byzantine Machine Learning. CoRR (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
Genuinely Distributed Byzantine Machine Learning. PODC (2020)
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Arsany Guirguis, Lê Nguyên Hoang, Sébastien Rouault
Collaborative Learning as an Agreement Problem. CoRR (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault
Fast and Robust Distributed Learning in High Dimension. SRDS (2020)
Amine Boussetta, El-Mahdi El-Mhamdi, Rachid Guerraoui, Alexandre Maurer, Sébastien Rouault
AKSEL: Fast Byzantine SGD. OPODIS (2020)
El-Mahdi El-Mhamdi, Rachid Guerraoui, Sébastien Rouault
Distributed Momentum for Byzantine-resilient Learning. CoRR (2020)
Georgios Damaskinos, El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation. MLSys (2019)
El-Mahdi El-Mhamdi, Rachid Guerraoui
Fast and Secure Distributed Learning in High Dimension. CoRR (2019)