Arthur LEROY

Publications

Article dans une revue (9)

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
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 Yapet al. International Journal of Obesity, 2024, 49 (2), pp.340-347. ⟨10.1038/s41366-024-01679-0⟩ Article dans une revue hal-04910524v1
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
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
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
Bayesian approach to quantify morphological impact on performance in international elite freestyle swimming Robin Pla,Arthur Leroy,Romain Massal,Maxime Bellami,Fatima Kaillaniet al. BMJ Open Sport and Exercise Medicine , 2019, 5 (1), pp.e000543. ⟨10.1136/bmjsem-2019-000543⟩ Article dans une revue hal-02925019v1
Age-Related Upper Limits in Physical Performances Adrien Marck,Juliana Antero,Geoffroy C.B. Berthelot,Stacey Johnson,Adrien Sedeaudet 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
Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload Issa Moussa,Arthur Leroy,Guillaume Saulière,Julien Schipman,Jean-François Toussaintet al. BMJ Open Sport and Exercise Medicine , 2019, 5 (1), pp.e000573. ⟨10.1136/bmjsem-2019-000573⟩ Article dans une revue hal-02924611v1
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

Poster de conférence (1)

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

Pré-publication, Document de travail (2)

A Bayesian Framework for Multivariate Differential Analysis accounting for Missing Data Marie Chion,Arthur Leroy 2025 Pré-publication, Document de travail hal-05103217v1
Latent Variable Multi-output Gaussian Processes for Hierarchical Datasets Chunchao Ma,Arthur Leroy,Mauricio Alvarez 2025 Pré-publication, Document de travail hal-04910553v1