Publications

Voici la liste de mes publications.

Preprints

Henrique DONANCIO, Antoine BARRIER, Leah SOUTH, Florence FORBES (2024). Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach. Preprint.

PDF arXiv BibTeX

Conférences internationales à comité de lecture

Thomas COUDERT, Aurélien DELPHIN, Loïc LEGRIS, Antoine BARRIER, Jan WARNKING, David CHECHIN, Laurent LAMALLE, Peter MAZURKEWITZ, Peter KOKEN, Emmanuel BARBIER, Mariya DONEVA, Thomas CHRISTEN (2024). Contrast-Free Blood Volume, Microvascular Properties and Relaxometry Mapping using bSSFP MR Fingerprinting. In ISMRM 2024.

PDF HAL BibTeX

Antoine BARRIER, Thomas COUDERT, Aurélien DELPHIN, Benjamin LEMASSON, Thomas CHRISTEN (2024). MARVEL: MR Fingerprinting with Additional micRoVascular Estimates using bidirectional LSTMs. In MICCAI 2024.

PDF Poster HAL arXiv Code BibTeX

Antoine BARRIER, Aurélien GARIVIER, Gilles STOLTZ (2023). On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits. In ALT 2023.

PDF Slides PMLR HAL arXiv BibTeX

Antoine BARRIER, Aurélien GARIVIER, Tomáš KOCÁK (2022). A Non-Asymptotic Approach to Best-Arm Identification for Gaussian Bandits. In AIStats 2022.

PDF Poster Video & slides PMLR HAL arXiv BibTeX

Journaux internationaux

Thomas COUDERT, Aurélien DELPHIN, Antoine BARRIER, Loïc LEGRIS, Jan WARNKING, Laurent LAMALLE, Mariya DONEVA, Benjamin LEMASSON, Emmanuel BARBIER, Thomas CHRISTEN (2025). Relaxometry and Contrast-Free Cerebral Microvascular Quantification using Balanced Steady-State Free Precession MR Fingerprinting. In MRM.

DOI PDF BibTeX

Thèse

Antoine BARRIER (2023). Contributions à une théorie de l'exploration pure en statistique séquentielle. Thèse de doctorat.

PDF Slides Thèse HAL BibTeX