El Mahdi El Mhamdi
5 papers · 2017–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
decentralized learning
(2)
collaborative learning
(2)
byzantine resilience
(2)
stochastic gradient descent
(2)
distributed learning
(2)
decentralized optimization
(1)
mechanism design
(1)
nash equilibrium
(1)
fault tolerance
(1)
distributed machine learning
(1)
convergence guarantee
(1)
byzantine fault tolerance
(1)
asynchronous learning
(1)
asynchronous algorithm
(1)
strategic agent
(1)
distributed momentum
(1)
independent learning
(1)
heterogeneous learning
(1)
byzantine failure
(1)
adverse selection
(1)
Papers
Unravelling in Collaborative Learning
NeurIPS 2024
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
NeurIPS 2021
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent
ICLR 2021
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
NeurIPS 2017
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
NeurIPS 2017