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Imad Aouali
Imad Aouali
ENSAE-CREST and Criteo AI Lab, PhD Student
Verified email at criteo.com - Homepage
Title
Cited by
Cited by
Year
Mixed-effect thompson sampling
I Aouali, B Kveton, S Katariya
International Conference on Artificial Intelligence and Statistics, 2087-2115, 2023
92023
Exponential Smoothing for Off-Policy Learning
I Aouali, VE Brunel, D Rohde, A Korba
International Conference on Machine Learning, 984-1017, 2023
42023
Probabilistic Rank and Reward: A Scalable Model for Slate Recommendation
I Aouali, AAS Hammou, S Ivanov, O Sakhi, D Rohde, F Vasile
4*2023
Reward optimizing recommendation using deep learning and fast maximum inner product search
I Aouali, A Benhalloum, M Bompaire, A Ait Sidi Hammou, S Ivanov, ...
proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
32022
Diffusion Models Meet Contextual Bandits with Large Action Spaces
I Aouali
arXiv preprint arXiv:2402.10028, 2024
2*2024
Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation
I Aouali, A Benhalloum, M Bompaire, B Heymann, O Jeunen, D Rohde, ...
SimuRec Workshop at RecSys '21, 2022
12022
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces
I Aouali, VE Brunel, D Rohde, A Korba
arXiv preprint arXiv:2402.14664, 2024
2024
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits
N Nguyen, I Aouali, A György, C Vernade
arXiv preprint arXiv:2402.05878, 2024
2024
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Articles 1–8