29 citations · 65 across the 21 of their papers we have counts for
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stat.ML2015
Significance Analysis of High-Dimensional, Low-Sample Size Partially Labeled Data
Qiyi Lu, Xingye Qiao
Classification and clustering are both important topics in statistical learning. A natural question herein is whether predefined classes are really different from one another, or w…
stat.ML2015★ 2 cited
Sparse Fisher's Linear Discriminant Analysis for Partially Labeled Data
Qiyi Lu, Xingye Qiao
Classification is an important tool with many useful applications. Among the many classification methods, Fisher's Linear Discriminant Analysis (LDA) is a traditional model-based a…
stat.ML2015★ 2 cited
Noncrossing Ordinal Classification
Xingye Qiao
Ordinal data are often seen in real applications. Regular multicategory classification methods are not designed for this data type and a more proper treatment is needed. We conside…