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  • Sylvain Lamprier

  • Affiliate Professor
  • Team: MLIA

Publications

  • Thomas Carta, Clément Romac, Thomas Wolf, Sylvain Lamprier, Olivier Sigaud, et al.. Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning. Proceedings of Machine Learning Research, 202 (3676-3713), 2023. ⟨hal-03970122v3⟩
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  • Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud. EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL. NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, Nouvelle-Orléans, United States. ⟨hal-03902423⟩
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  • Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski. IRnator: A Framework for Discovering Users Needs from Sets of Suggestions. ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Aug 2022, Madrid Spain, France. pp.138-143, ⟨10.1145/3539813.3545152⟩. ⟨hal-03923274⟩
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  • Vincent Grari, Sylvain Lamprier, Marcin Detyniecki. Fairness without the Sensitive Attribute via Causal Variational Autoencoder. Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}, Jul 2022, Vienna, France. pp.696-702, ⟨10.24963/ijcai.2022/98⟩. ⟨hal-03923281⟩
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  • Lucas Schott, Hatem Hajri, Sylvain Lamprier. Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic Network. 2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892901⟩. ⟨hal-03797085⟩
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  • Jean-Yves Franceschi, Emmanuel de Bézenac, Ibrahim Ayed, Mickaël Chen, Sylvain Lamprier, et al.. A Neural Tangent Kernel Perspective of GANs. Thirty-ninth International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States. . ⟨hal-03716574⟩
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  • Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, et al.. Which Discriminator for Cooperative Text Generation?. SIGIR 2022 - 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. pp.2360-2365, ⟨10.1145/3477495.3531858⟩. ⟨hal-03718429⟩
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  • Vincent Grari, Sylvain Lamprier, Marcin Detyniecki. Adversarial learning for counterfactual fairness. Machine Learning, 2022, ⟨10.1007/s10994-022-06206-8⟩. ⟨hal-03923289⟩
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  • Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer. Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching. ICLR 2022, Apr 2022, Virtual, United States. 2022. ⟨hal-03923264⟩
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  • Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, et al.. Generative Cooperative Networks for Natural Language Generation. ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States. pp.11891--11905. ⟨hal-03736116⟩
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  • Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski. On the Study of Transformers for Query Suggestion. ACM Transactions on Information Systems, 2022, 40 (1), pp.18. ⟨10.1145/3470562⟩. ⟨hal-03541893⟩
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  • Jean-Yves Franceschi, Emmanuel de Bézenac, Ibrahim Ayed, Mickaël Chen, Sylvain Lamprier, et al.. A Neural Tangent Kernel Perspective of GANs. 39th International Conference on Machine Learning, International Machine Learning Society, Jul 2022, Baltimore, MD, United States. pp.6660-6704. ⟨hal-03254591v5⟩
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  • Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, et al.. Choisir le bon co-équipier pour la génération coopérative de texte. TALN 2022 - 29e conférence sur le Traitement Automatique des Langues Naturelles, Jun 2022, Avignon, France. pp.12-26. ⟨hal-03701506⟩
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  • Hatem Hajri, Manon Cesaire, Lucas Schott, Sylvain Lamprier, Patrick Gallinari. Neural Adversarial Attacks with Random Noises. International Journal on Artificial Intelligence Tools, 2022, ⟨10.1142/S0218213023600102⟩. ⟨hal-03878176⟩
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  • Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki. Enforcing Individual Fairness via Rényi Variational Inference. 28th International Conference on Neural Information Processing - ICONIP 2021, Dec 2021, Bali, Indonesia. pp.608-616, ⟨10.1007/978-3-030-92307-5_71⟩. ⟨hal-03923301⟩
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  • Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, et al.. QuestEval: Summarization Asks for Fact-based Evaluation. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana (en ligne), Dominican Republic. pp.6594-6604, ⟨10.18653/v1/2021.emnlp-main.529⟩. ⟨hal-03541895⟩
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