Publications
- P.Clavier , H. Huix, A. Durmus ‘VITS : Variational Inference Thomson Sampling for contextual bandits’ Preprint, 2023. PDF)
- P. Clavier , E. Le Pennec, M. Geist . “Towards Minimax Optimality of Model-based Robust Reinforcement Learning” Preprint, 2023. (PDF)
- P. Clavier, S. Allassonnière, E. Le Pennec. : “Robust Reinforcement Learning with Distributional Risk-averse formulation” (PDF) Video Illustration video
- P. Clavier , O. Bouaziz, G. Nuel . “Gaussian Sum-Product Networks Learning in the Presence of Interval Censored Data” Proceedings of the 10th International Conference on Probabilistic Graphical Models, 2020. (PDF)
Conferences and Talks
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INRIA Soda seminar, Robust Reinforcement Learning: from Theory to Practice. Palaiseau, October 2023.
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Summer School “Statistics and Learning Theory, Tsaghkadzor, Armenia July 2023.
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Journées des Statistiques, JDS 2023,, Bruxelles , July 2023.
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International Conference in Robust statistics, Toulouse, May 2023.
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MLMDA seminair, Centre Borelli de l’ENS Paris-Saclay, April 2023.
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HeKA meeting group, Inria Paris Rouen, January 2023
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Statistical Learning group, Ecole polytechnique, December 2022 France
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EMINES Math for Machine Learning, July 2022, Ben Guerir Maroco
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ICML 2022 “Responsible Decision Making in Dynamic Environments , Baltimore, July 2022. Robust Reinforcement Learning using risk-averse formulation.”
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PRAIRIE workshop, Inria Paris, Paris July 2022.
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SIMPA seminar, CMAP, Ecole polytechnique, France.
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New Challenges in Statistical Learning, Font-Romeu, France, March 2022. Robust Reinforcement Learning using risk-averse formulation.
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Inria Paris Heka seminar, January 2022 P. Clavier, “Some relations between Risk-Averse and Robust Reinforcement Learning”.
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Colloque Données de santé en vie réelle, DSVR 2020 (link) P. Clavier , “Alcov2: A National Questionnaire Survey for Understanding the Transmission of SARS-CoV-2.”.
- Stochastic and Biology Group Workshop, LPSM, Sorbonne Université, Paris, April 2020. P. Clavier, G. Nuel “Alcov2 survey exploration and statistical raking.” ,
Thesis
- P. Clavier. “Optimisation of medical trajectory to avoid diagnostic wandering in rare diseases”. Master Thesis, 2021 (PDF)
- P. Clavier. “Sum-Product Network in the context of missing data”. Master Thesis, 2020 (PDF)