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Seonghyun Jeong

14 papers hereh-index 8195 citations22 works total

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

author position
  • sole author1
  • first author3
  • middle author2
  • last author6

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • stat.ME8
  • math.ST3
  • cs.RO1
  • q-bio.PE1
  • stat.ML1
same name
  • Seonghyun Jeong — 5 papers, h 2

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
20202026
most citedThe art of BART: Minimax optimality over nonhomogeneous smoothness in high dimension

4 citations · 5 across the 11 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

RoBART: Bayesian Additive Regression Trees with Tree-Specific Rotations

Jeongung Heo, Seonghyun Jeong

Bayesian additive regression trees (BART) can require many splits to approximate boundaries misaligned with the predictor axes. RoBART assigns each tree a rotation shared by all in…

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