Aymen Al Marjani
5 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (14) π Academic Marathon (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
EACL (1)
ICML (1)
Top co-authors
Keywords
sample complexity
(4)
markov decision process
(3)
kl divergence
(1)
cross-lingual transfer
(1)
pac learning
(1)
adaptive sampling
(1)
generative model
(1)
regret bound
(1)
synthetic datum
(1)
exploration strategy
(1)
privacy budget
(1)
hallucination detection
(1)
best-arm identification
(1)
active exploration
(1)
instance-dependent bound
(1)
faithfulness evaluation
(1)
information hallucination
(1)
best-policy identification
(1)
discounted markov decision process
(1)
optimality gap
(1)
Papers
Multilingual Self-Taught Faithfulness Evaluators
EACL 2026
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence
NIPS 2023
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs
NIPS 2022
Navigating to the Best Policy in Markov Decision Processes
NIPS 2021
Adaptive Sampling for Best Policy Identification in Markov Decision Processes
ICML 2021