1 citations · 1 across the 6 of their papers we have counts for
Showing stat.MLShow all
3 papers · 1 filter
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…
stat.ML2024★ 3 cited
A Systematic Bias of Machine Learning Regression Models and Its Correction: an Application to Imaging-based Brain Age Prediction
Hwiyoung Lee, Shuo Chen
Machine learning models for continuous outcomes often yield systematically biased predictions, particularly for values that largely deviate from the mean. Specifically, predictions…
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…