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Collaborations and top research areas from the last five years
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A new adaptive identification strategy of best crop management with farmers
Gautron, R., Baudry, D., Adam, M., Falconnier, G. N., Hoogenboom, G., King, B. & Corbeels, M., 1 Mar 2024, In: Field Crops Research. 307, 109249.Research output: Contribution to journal › Article › peer-review
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Improved learning rates in multi-unit uniform price auctions
Potfer, M., Baudry, D., Richard, H., Perchet, V. & Wan, C., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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Lookback Prophet Inequalities
Benomar, Z., Baudry, D. & Perchet, V., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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Multi-Armed Bandits with Guaranteed Revenue per Arm
Baudry, D., Merlis, N., Richard, H., Molina, M. & Perchet, V., 1 Jan 2024, In: Proceedings of Machine Learning Research. 238, p. 379-387 9 p.Research output: Contribution to journal › Conference article › peer-review
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Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
Baudry, D., Richard, H., Cherifa, M., Calauzènes, C. & Perchet, V., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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The Value of Reward Lookahead in Reinforcement Learning
Merlis, N., Baudry, D. & Perchet, V., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits
Baudry, D., Pesquerel, F., Degenne, R. & Maillard, O. A., 1 Jan 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Efficient Algorithms for Extreme Bandits
Baudry, D., Russac, Y. & Kaufmann, E., 1 Jan 2022, In: Proceedings of Machine Learning Research. 151, p. 2210-2248 39 p.Research output: Contribution to journal › Conference article › peer-review
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Top Two Algorithms Revisited
Jourdan, M., Degenne, R., Baudry, D., de Heide, R. & Kaufmann, E., 1 Jan 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits
Baudry, D., Saux, P. & Maillard, O. A., 1 Jan 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 14029-14041 13 p. (Advances in Neural Information Processing Systems; vol. 17).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review