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researcher

Kathryn Roeder

1 paper here

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

author position
  • middle author1

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

fields
  • stat.ML1
ORCID 0000-0002-8869-6254
same name
  • Kathryn Roeder — 1 paper, h 4

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

148 citations · 148 across the 1 of their papers we have counts for

collaborators

1 paper

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.