Arthur LEROY

12
Documents

Publications

Publications

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Longitudinal prediction of DNA methylation to forecast epigenetic outcomes

Arthur Leroy , Ai Ling Teh , Frank Dondelinger , Mauricio Alvarez , Dennis Wang

EBioMedicine, 2025, 115, pp.105709. ⟨10.1016/j.ebiom.2025.105709⟩

Article dans une revue hal-05044345v1
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Prospective prediction of childhood body mass index trajectories using multi-task Gaussian processes

Arthur Leroy , Varsha Gupta , Mya Thway Tint , Delicia Shu Qin Ooi , Fabian Yap et al.

International Journal of Obesity, 2024, 49 (2), pp.340-347. ⟨10.1038/s41366-024-01679-0⟩

Article dans une revue hal-04910524v1
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Cluster-Specific Predictions with Multi-Task Gaussian Processes

Arthur Leroy , Pierre Latouche , Benjamin Guedj , Servane Gey

Journal of Machine Learning Research, 2023, 24 (5), pp.1-49

Article dans une revue hal-03009276v3
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MAGMA: Inference and Prediction using Multi-Task Gaussian Processes with Common Mean

Arthur Leroy , Pierre Latouche , Benjamin Guedj , Servane Gey

Machine Learning, 2022, ⟨10.1007/s10994-022-06172-1⟩

Article dans une revue hal-02904446v2
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International Swimming League: Do Successive Events Lead to Improve Swimming Performance?

Robin Pla , Arthur Leroy , Yannis Raineteau , Philippe Hellard

International Journal of Sports Physiology and Performance, 2022, 17, pp.796 - 799. ⟨10.1123/ijspp.2021-0375⟩

Article dans une revue hal-05103187v1
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Bayesian approach to quantify morphological impact on performance in international elite freestyle swimming

Robin Pla , Arthur Leroy , Romain Massal , Maxime Bellami , Fatima Kaillani et al.

BMJ Open Sport and Exercise Medicine , 2019, 5 (1), pp.e000543. ⟨10.1136/bmjsem-2019-000543⟩

Article dans une revue hal-02925019v1
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Age-Related Upper Limits in Physical Performances

Adrien Marck , Juliana Antero , Geoffroy C.B. Berthelot , Stacey Johnson , Adrien Sedeaud et al.

Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 2019, 74, pp.591-599. ⟨10.1093/gerona/gly165⟩

Article dans une revue hal-01916711v1
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Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload

Issa Moussa , Arthur Leroy , Guillaume Saulière , Julien Schipman , Jean-François Toussaint et al.

BMJ Open Sport and Exercise Medicine , 2019, 5 (1), pp.e000573. ⟨10.1136/bmjsem-2019-000573⟩

Article dans une revue hal-02924611v1
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Functional Data Analysis in Sport Science: Example of Swimmers' Progression Curves Clustering

Arthur Leroy , Andy Marc , Olivier Dupas , Jean Lionel Rey , Servane Gey

Applied Sciences, 2018, 8 (10), pp.1766. ⟨10.3390/app8101766⟩

Article dans une revue hal-01862727v3
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Cluster-Specific Predictions with Multi-Task Gaussian Processes

Arthur Leroy , Pierre Latouche , Benjamin Guedj , Servane Gey

International Conference on Machine Learning, Jul 2023, Honolulu, United States.

Poster de conférence hal-04910480v1