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researcher

A. G. Matthews

15 papers hereh-index 184k citations23 works total

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

author position
  • first author4
  • middle author11

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML12
  • hep-lat3

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedScalable Variational Gaussian Process Classification

346 citations · 1.1k across the 15 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ML2021★ 4 cited

Annealed Flow Transport Monte Carlo

Michael Arbel, Alexander G. D. G. Matthews, Arnaud Doucet

Annealed Importance Sampling (AIS) and its Sequential Monte Carlo (SMC) extensions are state-of-the-art methods for estimating normalizing constants of probability distributions. W…

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