Search Results for author: Adam Howes

Found 1 papers, 1 papers with code

PriorVAE: Encoding spatial priors with VAEs for small-area estimation

1 code implementation20 Oct 2021 Elizaveta Semenova, Yidan Xu, Adam Howes, Theo Rashid, Samir Bhatt, Swapnil Mishra, Seth Flaxman

Gaussian processes (GPs), implemented through multivariate Gaussian distributions for a finite collection of data, are the most popular approach in small-area spatial statistical modelling.

Gaussian Processes

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