El Mahdi El Mhamdi
5 papers · 2017–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
🗺️
Taxonomy Completionist
(12)
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
📈
Trend Setter
Conferences
NIPS (4)
ICLR (1)
Top co-authors
Keywords
decentralized learning
(2)
collaborative learning
(2)
distributed learning
(2)
adversarial robustness
(1)
game theory
(1)
gradient aggregation
(1)
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)
byzantine resilience
(1)
independent learning
(1)
heterogeneous learning
(1)
byzantine failure
(1)
Papers
Unravelling in Collaborative Learning
NIPS 2024
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
NIPS 2021
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent
ICLR 2021
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
NIPS 2017
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
NIPS 2017