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Dogyoon Song

12 papers hereh-index 8281 citations19 works total

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

author position
  • first author3
  • middle author6
  • last author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.ST3
  • stat.ME2
  • stat.ML2
  • math.OC1
same name
  • Dogyoon Song — 4 papers, h 4
  • Dogyoon Song — 3 papers, h 1
  • Dogyoon Song — 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
20172023
most citedOn Robustness of Principal Component Regression

22 citations · 66 across the 12 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 22 cited

On Robustness of Principal Component Regression

Anish Agarwal, Devavrat Shah, Dennis Shen +1

Principal component regression (PCR) is a simple, but powerful and ubiquitously utilized method. Its effectiveness is well established when the covariates exhibit low-rank structur…

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