Publications

Here is a list of my publications.

Preprints

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

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Proceedings of International Conferences

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.

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

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

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

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International Journals

Thomas COUDERT, Aurélien DELPHIN, Loïc LEGRIS, Antoine BARRIER, 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.

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Thesis

Antoine BARRIER (2023). Contributions to a Theory of Pure Exploration in Sequential Statistics. PhD thesis.

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