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Matthew J. Johnson

10 papers hereh-index 193.4k citations39 works total

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

author position
  • first author1
  • middle author7
  • last author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.LG3
  • cond-mat.stat-mech1
  • cs.PL1
  • stat.ME1
same name
  • Matthew J. Johnson — 1 paper, h 5

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
20122021
most citedDependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation

58 citations · 61 across the 3 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2012

Dirichlet Posterior Sampling with Truncated Multinomial Likelihoods

Matthew James Johnson, Alan S. Willsky

We consider the problem of drawing samples from posterior distributions formed under a Dirichlet prior and a truncated multinomial likelihood, by which we mean a Multinomial likeli…

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