Search Results for author: Aníbal Figueiras-Vidal

Found 1 papers, 0 papers with code

Inter-domain Gaussian Processes for Sparse Inference using Inducing Features

no code implementations NeurIPS 2009 Miguel Lázaro-Gredilla, Aníbal Figueiras-Vidal

The state-of-the-art sparse GP model introduced by Snelson and Ghahramani in [1] relies on finding a small, representative pseudo data set of m elements (from the same domain as the n available data elements) which is able to explain existing data well, and then uses it to perform inference.

Computational Efficiency Gaussian Processes +1

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