Latest papers from the Criteo AI Lab (see Criteo AI Lab publications for more). Please feel free to reach out and/or to come and meet at the relevant venue.
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Artem Betlei (CAIL – AIR), Mariia Vladimirova (CAIL – AIR), Mehdi Sebbar (Ad Landscape – Measurement), Nicolas Urien (CAIL – Performance), Thibaud Rahier (CAIL – AIR), Benjamin Heymann (CAIL – AIR). Maximizing the Success Probability of Policy Allocations in Online Systems. AAAI 2024.
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Otmane Sakhi (CAIL – AIR, ENSAE), David Rohde (CAIL – AIR), Nicolas Chopin (ENSAE). Fast Slate Policy Optimization: Going Beyond Plackett-Luce. TMLR.
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Lorenzo Croissant (CAIL – AIR, CEREMADE), Marc Abeille (CAIL – AIR), Bruno Bouchard (CEREMADE), Near-continuous time Reinforcement Learning for continuous state-action spaces, ALT2024
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Alain Rakotomamonjy (Criteo AI Lab), Kimia Nadjahi (MIT), Liva Ralaivola (Criteo AI Lab). Federated Wasserstein Distance. ICLR 2024 (in Vienna).
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Florian Le Bronnec (LAMSADE & Sorbonne University), Song Duong (Criteo & Sorbonne University), Mathieu Ravaut (A-STAR & Nanyang Technological University), Alexandre Allauzen (LAMSADE), Nancy F. Chen (A-STAR), Vincent Guigue (AgroParisTech), Alberto Lumbreras (Criteo), Laure Soulier (Sorbonne University) and Patrick Gallinari (Criteo & Sorbonne University). LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL 2024.
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Dorian Baudry (ENSAE) , Nadav Merlis (FAIRPLAY) , Mathieu Molina (FAIRPLAY) , Hugo Richard (Criteo AI Lab / FAIRPLAY) , Vianney Perchet (Criteo AI Lab / FAIRPLAY). Bandits with guaranteed revenue per arm. Accepted to AISTATS 2024.
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Hugo Richard (Criteo AI Lab / FAIRPLAY) , Etienne Boursier (INRIA) Vianney Perchet (Criteo AI Lab / FAIRPLAY). Constant or logarithmic regret in asynchronous multiplayer bandits. Accepted to AISTATS 2024.