Search Results for author: Óscar García-Hinde

Found 1 papers, 1 papers with code

A conditional one-output likelihood formulation for multitask Gaussian processes

1 code implementation5 Jun 2020 Óscar García-Hinde, Vanessa Gómez-Verdejo, Manel Martínez-Ramón

At the same time, by extending this approach with both a hierarchical and an approximate model, the proposed extensions are capable of recovering the multitask covariance and noise matrices after learning only $2T$ parameters, avoiding the validation of any model hyperparameter and reducing the overall complexity of the model as well as the risk of overfitting.

Gaussian Processes

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