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Kevin P. Murphy

1 paper here

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

author position
  • last author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1
same name
  • Kevin P. Murphy — 5 papers

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

most citedGroup Sparse Priors for Covariance Estimation

26 citations · 26 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2012★ 26 cited

Group Sparse Priors for Covariance Estimation

Benjamin Marlin, Mark Schmidt, Kevin Murphy

Recently it has become popular to learn sparse Gaussian graphical models (GGMs) by imposing l1 or group l1,2 penalties on the elements of the precision matrix. Thispenalized likeli…

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