1 citations · 1 across the 1 of their papers we have counts for
3 papers
stat.ME2021★ 1 cited
Robust Extrinsic Regression Analysis for Manifold Valued Data
Hwiyoung Lee
Recently, there has been a growing need in analyzing data on manifolds owing to their important role in diverse fields of science and engineering. In the literature of manifold-val…
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
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…