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Junsouk Choi

2 papers hereh-index 224 citations5 works total

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author position
  • first author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • stat.ME2
same name
  • Junsouk Choi — 1 paper, 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

most citedBayesian segmented Gaussian copula factor model for single-cell sequencing data

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

stat.ME2026

ZIO: Order-Based Structure Learning for Zero-Inflated Count Data under Data Heterogeneity

Fariha Taskin, Junsouk Choi, Hyunwoong Chang

We propose a structure learning method for directed acyclic graph (DAG) models of zero-inflated multivariate count data. Although causal structure learning with zero-inflated Poiss…

stat.ME2024★ 1 cited

Bayesian segmented Gaussian copula factor model for single-cell sequencing data

Junsouk Choi, Hee Cheol Chung, Irina Gaynanova +1

Single-cell sequencing technologies have significantly advanced molecular and cellular biology, offering unprecedented insights into cellular heterogeneity by allowing for the meas…

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