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researcher

K. Roeder

26 papers hereh-index 7743.2k citations224 works total

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

author position
  • first author2
  • middle author6
  • last author18

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • stat.ME16
  • stat.AP4
  • math.ST3
  • stat.ML3

identity via Semantic Scholar / OpenAlex

activity
20062025
most citedThe huge Package for High-dimensional Undirected Graph Estimation in R

490 citations · 974 across the 26 of their papers we have counts for

collaborators
Showing 2010 · stat.MLShow all

1 paper · 2 filters

stat.ML2010★ 148 cited

Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models

Han Liu, Kathryn Roeder, Larry Wasserman

A challenging problem in estimating high-dimensional graphical models is to choose the regularization parameter in a data-dependent way. The standard techniques include K-fold cr…

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