El Mahdi El Mhamdi

25 papers A* 4A 1B 1Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Variance-Reduced (ϵ,δ)-Unlearning using Forget Set Gradients.
CoRR
Martin Van Waerebeke, Marco Lorenzi, Kevin Scaman, El Mahdi El Mhamdi, Giovanni Neglia
2025 J jnl
A novel hybrid modeling approach based on empirical methods, PSO, XGBoost, and multiple GCMs for forecasting long-term reference evapotranspiration in a data scarce-area.
Comput. Electron. Agric.
Ali el Bilali, Abdessamad Hadri, Abdeslam Taleb, Meryem Tanarhte, El Mahdi El Mhamdi, Mohamed Hakim Kharrou
2024 J jnl
Incentivized Learning in Principal-Agent Bandit Games.
CoRR
Antoine Scheid, Daniil Tiapkin, Etienne Boursier, Aymeric Capitaine, El Mahdi El Mhamdi, Eric Moulines, Michael I. Jordan, Alain Durmus
2021 A* conf
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent.
ICLR
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2020 J jnl
Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training.
CoRR
Andrei Kucharavy, El Mahdi El Mhamdi, Rachid Guerraoui
2020 — —
Robust Distributed Learning.
El Mahdi El Mhamdi
2019 J jnl
Exploring the Borderlands of the Gathering Problem.
Bull. EATCS
El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer, Vladislav Tempez
2019 J jnl
Fatal Brain Damage.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Sergei Volodin
2019 J jnl
SGD: Decentralized Byzantine Resilience.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
2018 A* conf
Asynchronous Byzantine Machine Learning (the case of SGD).
ICML
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
2018 J jnl
Asynchronous Byzantine Machine Learning.
CoRR
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
2018 J jnl
Learning to Gather without Communication.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer, Vladislav Tempez
2018 J jnl
Removing Algorithmic Discrimination (With Minimal Individual Error).
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Lê Nguyên Hoang, Alexandre Maurer
2018 A* conf
The Hidden Vulnerability of Distributed Learning in Byzantium.
ICML
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2018 J jnl
The Hidden Vulnerability of Distributed Learning in Byzantium.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2018 J jnl
Virtuously Safe Reinforcement Learning.
CoRR
C. Henrik Åslund, El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer
2017 A* conf
Brief Announcement: Byzantine-Tolerant Machine Learning.
PODC
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
2017 J jnl
Byzantine-Tolerant Machine Learning.
CoRR
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
2017 J jnl
Can AIs learn to avoid human interruption?
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer
2017 — conf
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning.
NIPS
El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer
2017 — conf
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent.
NIPS
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
2017 J jnl
On The Robustness of a Neural Network.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2017 B conf
On the Robustness of a Neural Network.
SRDS
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
2017 A conf
When Neurons Fail.
IPDPS
El Mahdi El Mhamdi, Rachid Guerraoui
2017 J jnl
When Neurons Fail.
CoRR
El Mahdi El Mhamdi, Rachid Guerraoui