El Mehdi Saad
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
online learning
(2)
learning theory
(2)
bandit algorithm
(2)
stochastic optimization
(2)
online optimization
(1)
sequential decision
(1)
strong convexity
(1)
query complexity
(1)
sequence prediction
(1)
best arm identification
(1)
expert advice
(1)
distributed machine learning
(1)
multi-armed bandit
(1)
learning rate
(1)
regret bound
(1)
exploration strategy
(1)
multi-expert prediction
(1)
noisy evaluation
(1)
dueling bandit
(1)
exp-concave function
(1)
Papers
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
ICML 2025
New Lower Bounds for Non-Convex Stochastic Optimization through Divergence Decomposition
COLT 2025
On Weak Regret Analysis for Dueling Bandits
NeurIPS 2024
Active Ranking of Experts Based on their Performances in Many Tasks
ICML 2023
Constant regret for sequence prediction with limited advice
ALT 2023
Covariance-adaptive best arm identification
NeurIPS 2023
Fast rates for prediction with limited expert advice
NeurIPS 2021