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  • Sylvain Lamprier

  • Affiliate Professor
  • Team: MLIA

Publications

  • Lucas Schott, Josephine Delas, Hatem Hajri, Elies Gherbi, Reda Yaich, et al.. Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey. 2024. ⟨hal-04521876⟩
  • Thomas Carta, Clément Romac, Thomas Wolf, Sylvain Lamprier, Olivier Sigaud, et al.. Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning. International Conference on Machine Learning 2023, Jul 2023, Honololu, Hawaii, United States. ⟨hal-03970122v3⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Vincent Grari, Sylvain Lamprier, Marcin Detyniecki. Adversarial learning for counterfactual fairness. Machine Learning, 2022, ⟨10.1007/s10994-022-06206-8⟩. ⟨hal-03923289⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩