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Arthur Leroy
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Functional data analysis in sport science: Example of swimmers’ progression curves clustering
A Leroy, A Marc, O Dupas, JL Rey, S Gey
Applied Sciences 8 (10), 1766, 2018
142018
Age-related upper limits in physical performances
A Marck, J Antero, G Berthelot, S Johnson, A Sedeaud, A Leroy, A Marc, ...
The Journals of Gerontology: Series A 74 (5), 591-599, 2019
122019
Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload
I Moussa, A Leroy, G Sauliere, J Schipman, JF Toussaint, A Sedeaud
BMJ Open Sport & Exercise Medicine 5 (1), e000573, 2019
72019
Bayesian approach to quantify morphological impact on performance in international elite freestyle swimming
R Pla, A Leroy, R Massal, M Bellami, F Kaillani, P Hellard, JF Toussaint, ...
BMJ Open Sport & Exercise Medicine 5 (1), e000543, 2019
42019
Body and boat: significance of morphology on elite rowing performance
Q De Larochelambert, S Del Vecchio, A Leroy, S Duncombe, JF Toussaint, ...
Frontiers in sports and active living 2, 597676, 2020
32020
MAGMA: inference and prediction using multi-task Gaussian processes with common mean
A Leroy, P Latouche, B Guedj, S Gey
Machine Learning 111 (5), 1821-1849, 2022
22022
Cluster-Specific Predictions with Multi-Task Gaussian Processes
A Leroy, P Latouche, B Guedj, S Gey
arXiv preprint arXiv:2011.07866, 2020
22020
MAGMA: Inference and Prediction with Multi-Task Gaussian Processes
A Leroy, P Latouche, B Guedj, S Gey
arXiv preprint arXiv:2007.10731, 2020
22020
International Swimming League: Do Successive Events Lead to Improve Swimming Performance?
R Pla, A Leroy, Y Raineteau, P Hellard
International Journal of Sports Physiology and Performance 1 (aop), 1-4, 2021
2021
Multi-task learning models for functional data and application to the prediction of sports performances
A Leroy
Université Paris Cité, 2020
2020
Multi-Mean Gaussian Processes: A novel probabilistic framework for multi-correlated longitudinal data
A Leroy, MAA Lopez
Clustering et classification de courbes: Application à la détection de potentiel en natation
A LEROY
Clustering et régression de données fonctionnelles par processus Gaussiens: Application à la prédiction de performance en natation
A LEROY, S GEY, P LATOUCHE
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