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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 2019Show all

2 papers · 1 filter

stat.ML2019

Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape Space

Hwiyoung Lee, Vic Patrangenaru

Kernel methods have had great success in Statistics and Machine Learning. Despite their growing popularity, however, less effort has been drawn towards developing kernel based clas…

math.ST2019★ 1 cited

Anti-MANOVA on Compact Manifolds with Applications to 3D Projective Shape Analysis

Hwiyoung Lee, Vic Patrangenaru

Methods of hypotheses testing for equality of extrinsic antimeans on compact manifolds are unveiled in this paper. The two and multiple sample problem for antimeans on compact mani…

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