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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 stat.MEShow all

2 papers · 1 filter

stat.ME2023★ 1 cited

Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation

Kyunghee Han, Dogyoon Song

Fréchet regression has emerged as a promising approach for regression analysis involving non-Euclidean response variables. However, its practical applicability has been hindered by…

stat.ME2022

Kronecker-structured Covariance Models for Multiway Data

Yu Wang, Zeyu Sun, Dogyoon Song +1

Many applications produce multiway data of exceedingly high dimension. Modeling such multi-way data is important in multichannel signal and video processing where sensors produce m…

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