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Yongdai Kim

24 papers hereh-index 272.9k citations157 works total

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

author position
  • sole author1
  • first author3
  • middle author5
  • last author15

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • stat.ML14
  • cs.LG5
  • math.ST5
same name
  • Yongdai Kim — 12 papers, h 3
  • Yongdai Kim — 3 papers, h 3
  • Yongdai Kim — 2 papers, h 1

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
20042023
most citedCalibrating nonconvex penalized regression in ultra-high dimension

135 citations · 298 across the 23 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

math.ST2013★ 135 cited

Calibrating nonconvex penalized regression in ultra-high dimension

Lan Wang, Yongdai Kim, Runze Li

We investigate high-dimensional nonconvex penalized regression, where the number of covariates may grow at an exponential rate. Although recent asymptotic theory established that t…

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