Publications

Arthur Leroy, Varsha Gupta, Mya Thway Tint, Delicia Ooi Shu Qin, Keith M Godfrey, Fabian Yap, Leck Ngee, Yung Seng Lee, Johan G Eriksson, Navin Michael, Mauricio a Alvarez, Dennis Wang (2024). Prospective Prediction of Body Mass Index Trajectories using Multi-task Gaussian Processes. arXiv.

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Arthur Leroy, Ai Ling Teh, Frank Dondelinger, Mauricio a Alvarez, Dennis Wang (2023). Longitudinal prediction of DNA methylation to forecast epigenetic outcomes. arXiv.

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Chunchao Ma, Arthur Leroy, Mauricio Alvarez (2023). Latent Variable Multi-output Gaussian Processes for Hierarchical Datasets. arXiv.

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Marie Chion, Arthur Leroy (2023). A Bayesian Framework for Multivariate Differential Analysis accounting for Missing Data. arXiv.

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Yves Dominicy, Christophe Ley, Arthur Leroy, Robin Pla, ... (2023). Functional Data Analysis in Sport Science: Example of Swimmers’ Progression Curves Clustering. Cambridge Scholars Publishing.

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Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey (2023). Cluster-Specific Predictions with Multi-Task Gaussian Processes. JMLR.

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Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey (2022). MAGMA: inference and prediction using multi-task Gaussian processes with common mean. Machine Learning.

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Robin Pla, Arthur Leroy, Yannis Raineteau, Philippe Hellard (2021). International Swimming League: Do Successive Events Lead to Improve Swimming Performance?. IJSPP.

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Arthur Leroy (2020). Multi-task learning models for functional data and application to the prediction of sports performances. PhD Thesis.

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Quentin De Larochelambert, Scott Del Vecchio, Arthur Leroy, Stephanie Duncombe, Jean-Francois Toussaint, Adrien Sedeaud (2020). Body and Boat: Significance of Morphology on Elite Rowing Performance. Frontiers in Sports and Active Living.

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Issa Moussa, Arthur Leroy, Guillaume Saulière, Julien Schipman, Jean-François Toussaint, Adrien Sedeaud (2019). Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload. BMJ SEM.

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Robin Pla, Arthur Leroy, Romain Massal, Maxime Bellami, Fatima Kaillani, Philippe Hellard, Jean-François Toussaint, Adrien Sedeaud (2019). Bayesian approach to quantify morphological impact on performance in international elite freestyle swimming. BMJ SEM.

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Adrien Marck, Juliana Antero, Geoffroy Berthelot, Stacey Johnson, Adrien Sedeaud, Arthur Leroy, Andy Marc, Michael Spedding, Jean-Marc Di Meglio, Jean-François Toussaint (2019). Age-Related Upper Limits in Physical Performances. The Journals of Gerontology: Series A.

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Arthur Leroy, Andy Marc, Olivier Dupas, Jean Lionel Rey, Servane Gey (2018). Functional Data Analysis in Sport Science: Example of Swimmers’ Progression Curves Clustering. Applied Sciences.

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