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researcher

A. Howes

3 papers hereh-index 3164 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • cs.LG1
same name
  • A. Howes — 1 paper, h 5
  • A. Howes — 1 paper, h 25

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedPriorVAE: Encoding spatial priors with VAEs for small-area estimation

16 citations · 17 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021★ 16 cited

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

Elizaveta Semenova, Yidan Xu, Adam Howes +4

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

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.