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researcher

K. Mengersen

75 papers hereh-index 7426.8k citations772 works total

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

author position
  • first author2
  • middle author38
  • last author33

Across the 73 of 75 papers where every author was matched, so the position is known.

fields
  • stat.AP30
  • stat.ME17
  • stat.CO13
  • cs.LG3
  • stat.ML3
  • math.ST2
same name
  • K. Mengersen — 1 paper, h 3
  • K. Mengersen — 1 paper, h 3

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
20072025
most citedOverfitting Bayesian Mixture Models with an Unknown Number of Components

63 citations · 531 across the 74 of their papers we have counts for

collaborators
Showing 2014 · stat.MEShow all

2 papers · 2 filters

stat.ME2014★ 54 cited

Testing hypotheses via a mixture estimation model

Kaniav Kamary, Kerrie Mengersen, Christian P. Robert +1

We consider a novel paradigm for Bayesian testing of hypotheses and Bayesian model comparison. Our alternative to the traditional construction of posterior probabilities that a giv…

stat.ME2014★ 7 cited

An external field prior for the hidden Potts model, with application to cone-beam computed tomography

Matthew T. Moores, Catriona E. Hargrave, Fiona Harden +1

In images with low contrast-to-noise ratio (CNR), the information gain from the observed pixel values can be insufficient to distinguish foreground objects. A Bayesian approach to…

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