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researcher

P. Breheny

13 papers hereh-index 365.4k citations121 works total

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

author position
  • sole author1
  • first author2
  • middle author1
  • last author9

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.CO3
  • math.ST2
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedCoordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

675 citations · 1.4k across the 12 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 19 cited

Hybrid safe-strong rules for efficient optimization in lasso-type problems

Yaohui Zeng, Tianbao Yang, Patrick Breheny

The lasso model has been widely used for model selection in data mining, machine learning, and high-dimensional statistical analysis. However, with the ultrahigh-dimensional, large…

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