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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 stat.APShow all

1 paper · 1 filter

stat.AP2018

Approximate Inference for Constructing Astronomical Catalogs from Images

Jeffrey Regier, Andrew C. Miller, David Schlegel +3

We present a new, fully generative model for constructing astronomical catalogs from optical telescope image sets. Each pixel intensity is treated as a random variable with paramet…

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