Fares Fourati
7 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(10)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
Conferences
AAAI (2)
AISTATS (2)
ICML (2)
EMNLP (1)
Top co-authors
Keywords
regret bound
(3)
stochastic optimization
(2)
multi-armed bandit
(2)
black-box optimization
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
global optimization
(1)
stochastic reward
(1)
submodular maximization
(1)
random projection
(1)
greedy algorithm
(1)
combinatorial bandit
(1)
actor-critic method
(1)
prompt optimization
(1)
continuous action
(1)
instruction optimization
(1)
full-bandit feedback
(1)
greedy learning
(1)
combinatorial multi-armed bandit
(1)
large language model
(1)
Papers
ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions
AAAI 2026
Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants
AISTATS 2025
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
EMNLP 2025
Combinatorial Stochastic-Greedy Bandit
AAAI 2024
Stochastic Q-learning for Large Discrete Action Spaces
ICML 2024
Federated Combinatorial Multi-Agent Multi-Armed Bandits
ICML 2024
Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback
AISTATS 2023