16 citations · 20 across the 3 of their papers we have counts for
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Sparse Functional Linear Discriminant Analysis
Juhyun Park, Jeongyoun Ahn, Yongho Jeon
Functional linear discriminant analysis offers a simple yet efficient method for classification, with the possibility of achieving a perfect classification. Several methods are pro…
Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem
Sungkyu Jung, Jeongyoun Ahn, Yongho Jeon
We propose a new algorithm for sparse estimation of eigenvectors in generalized eigenvalue problems (GEP). The GEP arises in a number of modern data-analytic situations and statist…
Sparse Generalized Eigenvalue Problem with Application to Canonical Correlation Analysis for Integrative Analysis of Methylation and Gene Expression Data
Sandra E. Safo, Jeongyoun Ahn, Yongho Jeon +1
We present a method for individual and integrative analysis of high dimension, low sample size data that capitalizes on the recurring theme in multivariate analysis of projecting h…