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researcher

Jon D. McAuliffe

6 papers hereh-index 2111.8k citations42 works total

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

author position
  • first author1
  • middle author1
  • last author2

Across the 4 of 6 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM1
  • cs.DC1
  • cs.LG1
  • q-bio.GN1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20042018
most citedCeleste: Variational inference for a generative model of astronomical images

15 citations · 25 across the 4 of their papers we have counts for

collaborators
Showing astro-ph.IMShow all

1 paper · 1 filter

astro-ph.IM2015★ 15 cited

Celeste: Variational inference for a generative model of astronomical images

Jeffrey Regier, Andrew Miller, Jon McAuliffe +5

We present a new, fully generative model of optical telescope image sets, along with a variational procedure for inference. Each pixel intensity is treated as a Poisson random vari…

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