Latest papers from the Criteo AI Lab (see Criteo AI Lab publications for more) and all their dear co-authors. Please feel free to reach out to know more.
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Imad Aouali (Criteo AI Lab, CREST-ENSAE), Victor-Emmanuel Brunel (CREST-ENSAE), David Rohde (Criteo AI Lab), and Anna Korba (CREST-ENSAE). Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling. In Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence (UAI 2024).
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Paul Daoudi (Huawei), Bojan Mavkov (Université de Nice), Bogdan Robu (UGA), Christophe Prieur (UGA), Emmanuel Witrant (UGA), Merwan Barlier (Huawei), Ludovic DOS SANTOS (Criteo). Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark. In IEEE Conference on Control Technology and Applications 2024 (CCTA 24).
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Hafedh El Ferchichi (CREST, ENSAE), Matthieu Lerasle (CREST, ENSAE), Vianney Perchet (ENSAE & Criteo AI Lab). Active Ranking and Matchmaking, with Perfect Matchings. International Conference in Machine Learning, (ICML 2024), Vienna.
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Ziyad Benomar (CREST, ENSAE), Vianney Perchet (ENSAE & Criteo AI Lab). Non-clairvoyant Scheduling with Partial Predictions. International Conference in Machine Learning, (ICML 2024), Vienna.
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Charles Arnal (INRIA), Vivien Cabannnes (FAIR, Meta), Vianney Perchet (ENSAE & Criteo AI Lab). Mode Identification with Partial Feedback. COLT 2024, Edmonton.
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Atulya Jain (HEC Paris), Vianney Perchet (ENSAE & Criteo AI Lab). Calibrated Forecasting and Persuasion. ACM Conference on Economics and Computation (EC 24), New Haven, 2024.
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Alain Rakotomamonjy (Criteo AI Lab), Maxime Vono (Criteo AI Lab), Hamlet Jesse Medina Ruiz (Criteo), Liva Ralaivola (Criteo AI Lab). Personalised Federated Learning On Heterogeneous Feature Spaces. Transactions on Machine Learning Research (TMLR 2024).
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Paul Daoudi (Huawei), Ludovic Dos Santos (Criteo AI Lab), Merwan Barlier (Huawei). A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning. International Joint Conference on Artificial Intelligence (IJCAI 24), Jeju, South Korea.
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Ahmed Ben Yahmed (Criteo AI Lab), Clément Calauzènes (Criteo AI Lab), Vianney Perchet (Criteo AI Lab, CREST-ENSAE). Strategic Arms With Side Communication Prevail Over Low-Regret MAB Algorithms. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 24), Seoul.