Article-Journal

Cluster-Specific Predictions with Multi-Task Gaussian Processes
A model involving Gaussian processes (GPs) is introduced to simultaneously handle multitask learning, clustering, and prediction for …
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
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Cluster-Specific Predictions with Multi-Task Gaussian Processes
MAGMA: inference and prediction using multi-task Gaussian processes with common mean
A novel multi-task Gaussian process (GP) framework is proposed, by using a common mean process for sharing information across tasks. In …
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
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MAGMA: inference and prediction using multi-task Gaussian processes with common mean
International Swimming League: Do Successive Events Lead to Improve Swimming Performance?
Purpose: To quantify the impact of successive competitions on swimming performance in world-class swimmers. Methods: An entire data set …
Robin Pla, Arthur Leroy, Yannis Raineteau, Philippe Hellard
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International Swimming League: Do Successive Events Lead to Improve Swimming Performance?
Body and Boat: Significance of Morphology on Elite Rowing Performance
Objectives: The purpose of this study was to determine and weigh the anthropometric indicators that were associated with pacing …
Quentin De Larochelambert, Scott Del Vecchio, Arthur Leroy, Stephanie Duncombe, Jean-Francois Toussaint, Adrien Sedeaud
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Body and Boat: Significance of Morphology on Elite Rowing Performance
Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload
Objective: The purpose of this study was to define a new index the Robust Exponential Decreasing Index (REDI), which is capable of an …
Issa Moussa, Arthur Leroy, Guillaume Saulière, Julien Schipman, Jean-François Toussaint, Adrien Sedeaud
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Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload
Bayesian approach to quantify morphological impact on performance in international elite freestyle swimming
Objectives: The purpose of this study was to quantify the impact of morphological characteristics on freestyle swimming performance by …
Robin Pla, Arthur Leroy, Romain Massal, Maxime Bellami, Fatima Kaillani, Philippe Hellard, Jean-François Toussaint, Adrien Sedeaud
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Bayesian approach to quantify morphological impact on performance in international elite freestyle swimming
Age-Related Upper Limits in Physical Performances
Maximal physical performances are powerful and accurate biomarkers in the understanding of age-related changes during the aging …
Adrien Marck, Juliana Antero, Geoffroy Berthelot, Stacey Johnson, Adrien Sedeaud, Arthur Leroy, Andy Marc, Michael Spedding, Jean-Marc Di Meglio, Jean-François Toussaint
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Age-Related Upper Limits in Physical Performances
Functional Data Analysis in Sport Science: Example of Swimmers’ Progression Curves Clustering
Many data collected in sport science come from time dependent phenomenon. This article focuses on Functional Data Analysis (FDA), which …
Arthur Leroy, Andy Marc, Olivier Dupas, Jean Lionel Rey, Servane Gey
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Functional Data Analysis in Sport Science: Example of Swimmers’ Progression Curves Clustering