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Sungkyu Jung

22 papers hereh-index 151k citations50 works total

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

author position
  • sole author3
  • first author7
  • middle author4
  • last author8

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ME13
  • math.ST4
  • math.MG3
  • stat.AP1
  • stat.ML1
same name
  • Sungkyu Jung — 4 papers, h 1
  • Sungkyu Jung — 4 papers, h 2
  • Sungkyu Jung — 3 papers, h 1
  • Sungkyu Jung — 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

activity
20092026
most citedPCA consistency in high dimension, low sample size context

311 citations · 447 across the 20 of their papers we have counts for

collaborators
Showing stat.APShow all

1 paper · 1 filter

stat.AP2011★ 42 cited

Principal arc analysis on direct product manifolds

Sungkyu Jung, Mark Foskey, J. S. Marron

We propose a new approach to analyze data that naturally lie on manifolds. We focus on a special class of manifolds, called direct product manifolds, whose intrinsic dimension coul…

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