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Laurence Aitchison

13 papers hereh-index 6173 citations13 works total

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

author position
  • middle author7
  • last author5

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI3
  • cs.CL2
  • cs.CV1
  • stat.CO1
  • stat.ML1
same name
  • Laurence Aitchison — 9 papers, h 4
  • Laurence Aitchison — 8 papers, h 4
  • Laurence Aitchison — 5 papers, h 4
  • Laurence Aitchison — 3 papers, h 3
  • Laurence Aitchison — 1 paper
  • Laurence Aitchison — 1 paper, h 2

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

activity
20232026
most citedPosition: Bayesian Deep Learning is Needed in the Age of Large-Scale AI

1 citations · 2 across the 13 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.CO2023

Using Autodiff to Estimate Posterior Moments, Marginals and Samples

Sam Bowyer, Thomas Heap, Laurence Aitchison

Importance sampling is a popular technique in Bayesian inference: by reweighting samples drawn from a proposal distribution we are able to obtain samples and moment estimates from…

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