El-Mahdi El-Mhamdi
7 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(7)
π
Cross-Pollinator
(11)
π
Trend Setter
Conferences
ICML (4)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
distributed learning
(2)
game theory
(1)
adversarial machine learning
(1)
model aggregation
(1)
mechanism design
(1)
nash equilibrium
(1)
collaborative learning
(1)
adversarial attack
(1)
convergence rate
(1)
byzantine fault tolerance
(1)
geometric median
(1)
model poisoning
(1)
aggregation rule
(1)
asynchronous stochastic gradient descent
(1)
strategic agent
(1)
byzantine resilience
(1)
gradient poisoning
(1)
multi-dimensional analysis
(1)
secure machine learning
(1)
stochastic gradient descent
(1)
Papers
Position: Stop treating βAGIβ as the north-star goal of AI research
ICML 2025
Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning
ICLR 2025
Incentivized Learning in Principal-Agent Bandit Games
ICML 2024
Unravelling in Collaborative Learning
NIPS 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