El Mahdi El Mhamdi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Explanation Based Learning

Machine Learning

Top Venues

Publications

Antoine Scheid, Daniil Tiapkin, Etienne Boursier, Aymeric Capitaine, El Mahdi El Mhamdi, Eric Moulines, Michael I. Jordan, Alain Durmus
Incentivized Learning in Principal-Agent Bandit Games. CoRR (2024)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent. ICLR (2021)
Andrei Kucharavy, El Mahdi El Mhamdi, Rachid Guerraoui
Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training. CoRR (2020)
El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer, Vladislav Tempez
Exploring the Borderlands of the Gathering Problem. Bull. EATCS 129 (2019)
El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sebastien Rouault
SGD: Decentralized Byzantine Resilience. CoRR (2019)
El Mahdi El Mhamdi, Rachid Guerraoui, Sergei Volodin
Fatal Brain Damage. CoRR (2019)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
The Hidden Vulnerability of Distributed Learning in Byzantium. ICML (2018)
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
Asynchronous Byzantine Machine Learning. CoRR (2018)
Henrik Aslund, El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer
Virtuously Safe Reinforcement Learning. CoRR (2018)
El Mahdi El Mhamdi, Rachid Guerraoui, Lê Nguyên Hoang, Alexandre Maurer
Removing Algorithmic Discrimination (With Minimal Individual Error). CoRR (2018)
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
Asynchronous Byzantine Machine Learning (the case of SGD). ICML (2018)
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
The Hidden Vulnerability of Distributed Learning in Byzantium. CoRR (2018)
El Mahdi El Mhamdi, Rachid Guerraoui, Alexandre Maurer, Vladislav Tempez
Learning to Gather without Communication. CoRR (2018)
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
Brief Announcement: Byzantine-Tolerant Machine Learning. PODC (2017)
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
Byzantine-Tolerant Machine Learning. CoRR (2017)
El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. NIPS (2017)
El Mahdi El Mhamdi, Rachid Guerraoui, Sebastien Rouault
On the Robustness of a Neural Network. SRDS (2017)
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, Julien Stainer
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent. NIPS (2017)
El Mahdi El Mhamdi, Rachid Guerraoui
When Neurons Fail. CoRR (2017)
El Mahdi El Mhamdi, Rachid Guerraoui
When Neurons Fail. IPDPS (2017)
El Mahdi El Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer
Can AIs learn to avoid human interruption? CoRR (2017)
El Mahdi El Mhamdi, Rachid Guerraoui, Sebastien Rouault
On The Robustness of a Neural Network. CoRR (2017)