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researcher

T. B. Murphy

15 papers hereh-index 346.2k citations118 works total

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

author position
  • middle author5
  • last author10

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

fields
  • stat.AP8
  • stat.ME5
  • stat.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedBayesian model averaging in model-based clustering and density estimation

15 citations · 21 across the 7 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020★ 1 cited

Handling missing data in model-based clustering

Alessio Serafini, Thomas Brendan Murphy, Luca Scrucca

Gaussian Mixture models (GMMs) are a powerful tool for clustering, classification and density estimation when clustering structures are embedded in the data. The presence of missin…

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