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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 2014Show all

2 papers · 1 filter

math.MG2014★ 23 cited

Scaling-rotation distance and interpolation of symmetric positive-definite matrices

Sungkyu Jung, Armin Schwartzman, David Groisser

We introduce a new geometric framework for the set of symmetric positive-definite (SPD) matrices, aimed to characterize deformations of SPD matrices by individual scaling of eigenv…

stat.ME2014★ 9 cited

A Statistical Approach to Set Classification by Feature Selection with Applications to Classification of Histopathology Images

Sungkyu Jung, Xingye Qiao

Set classification problems arise when classification tasks are based on sets of observations as opposed to individual observations. In set classification, a classification rule is…

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