El-Mahdi El-Mhamdi
7 papers · 2018–2025 · 4 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 (13) 🧭 Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Application Areas
(3)
Core AI
(3)
Computer Science
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Optimization
(1)
Privacy
(1)
Systems
(1)
Keywords
distributed learning
(2)
data poisoning
(1)
game theory
(1)
adversarial machine learning
(1)
model aggregation
(1)
mechanism design
(1)
nash equilibrium
(1)
collaborative learning
(1)
regret
(1)
adversarial attack
(1)
learning algorithm
(1)
convergence rate
(1)
byzantine fault tolerance
(1)
geometric median
(1)
model poisoning
(1)
model verification
(1)
aggregation rule
(1)
asynchronous stochastic gradient descent
(1)
strategic agent
(1)
byzantine resilience
(1)
Papers
Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning
ICLR 2025
Position: Stop treating ‘AGI’ as the north-star goal of AI research
ICML 2025
Incentivized Learning in Principal-Agent Bandit Games
ICML 2024
Unravelling in Collaborative Learning
NeurIPS 2024
On the Strategyproofness of the Geometric Median
AISTATS 2023
Asynchronous Byzantine Machine Learning (the case of SGD)
ICML 2018
The Hidden Vulnerability of Distributed Learning in Byzantium
ICML 2018