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researcher

Katharine M. Clark

6 papers hereh-index 319 citations8 works total

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

author position
  • first author4
  • middle author1
  • last author1

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

fields
  • stat.ML3
  • stat.ME2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedFinding Outliers in Gaussian Model-Based Clustering

4 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2019

Assessing and Visualizing Matrix Variate Normality

Nikola Pocuca, Michael P. B. Gallaugher, Katharine M. Clark +1

A framework for assessing the matrix variate normality of three-way data is developed. The framework comprises a visual method and a goodness of fit test based on the Mahalanobis s…

stat.ME2019★ 4 cited

Finding Outliers in Gaussian Model-Based Clustering

Katharine M. Clark, Paul D. McNicholas

Clustering, or unsupervised classification, is a task often plagued by outliers. Yet there is a paucity of work on handling outliers in clustering. Outlier identification algorithm…

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