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researcher

Hwiyoung Lee

9 papers hereh-index 589 citations31 works total

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

author position
  • sole author1
  • first author5
  • middle author3

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • stat.ML3
  • math.ST1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA Systematic Bias of Machine Learning Regression Models and Its Correction: an Application to Imaging-based Brain Age Prediction

3 citations · 5 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

stat.ME2025

Modeling Dependence in Omics Association Analysis via Structured Co-Expression Networks to Improve Power and Replicability

Hwiyoung Lee, Yezhi Pan, Shuo Chen

Accounting for dependence among high-dimensional variables in omics data analysis is critical to obtain accurate and reliable statistical inference. Although latent, omics variable…

stat.ML2025

Graph Canonical Correlation Analysis

Hongju Park, Shuyang Bai, Zhenyao Ye +3

Canonical correlation analysis (CCA) is a widely used technique for estimating associations between two sets of multi-dimensional variables. Recent advancements in CCA methods have…

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