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Robert Tibshirani

8 papers hereh-index 72.3k citations23 works total

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

author position
  • first author1
  • middle author3
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • math.ST2
  • stat.ME2
same name
  • Robert Tibshirani — 10 papers
  • Robert Tibshirani — 7 papers, h 12
  • Robert Tibshirani — 6 papers, h 2
  • Robert Tibshirani — 2 papers, h 2
  • Robert Tibshirani — 1 paper, h 4
  • Robert Tibshirani — 1 paper, h 3

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

activity
20102026
most citedExtended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso

164 citations · 165 across the 7 of their papers we have counts for

collaborators
Showing 2010Show all

1 paper · 1 filter

math.ST2010★ 1 cited

Strong rules for discarding predictors in lasso-type problems

Robert Tibshirani, Jacob Bien, Jerome Friedman +4

We consider rules for discarding predictors in lasso regression and related problems, for computational efficiency. El Ghaoui et al (2010) propose "SAFE" rules that guarantee that…

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