Arthur Leroy

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Multi Task Learning

Gaussian Process

Top Venues

J. Mach. Learn. Res.

Publications

Arthur Leroy, Ai Ling Teh, Frank Dondelinger, Mauricio A. Álvarez, Dennis Wang
Longitudinal prediction of DNA methylation to forecast epigenetic outcomes. CoRR (2023)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
Cluster-Specific Predictions with Multi-Task Gaussian Processes. J. Mach. Learn. Res. 24 (2023)
Chunchao Ma, Arthur Leroy, Mauricio A. Álvarez
Latent Variable Multi-output Gaussian Processes for Hierarchical Datasets. CoRR (2023)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
MAGMA: inference and prediction using multi-task Gaussian processes with common mean. Mach. Learn. 111 (5) (2022)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
Cluster-Specific Predictions with Multi-Task Gaussian Processes. CoRR (2020)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
MAGMA: Inference and Prediction with Multi-Task Gaussian Processes. CoRR (2020)