Search Results for author: Servane Gey

Found 2 papers, 2 papers with code

Cluster-Specific Predictions with Multi-Task Gaussian Processes

1 code implementation16 Nov 2020 Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey

A variational EM algorithm is derived for dealing with the optimisation of the hyper-parameters along with the hyper-posteriors' estimation of latent variables and processes.

Clustering Gaussian Processes +1

MAGMA: Inference and Prediction with Multi-Task Gaussian Processes

1 code implementation21 Jul 2020 Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey

A novel multi-task Gaussian process (GP) framework is proposed, by using a common mean process for sharing information across tasks.

Gaussian Processes Time Series +1

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