T
Tao Xiong
Researcher at University of Minnesota
Publications - 2
Citations - 266
Tao Xiong is an academic researcher from University of Minnesota. The author has contributed to research in topics: Curse of dimensionality & Support vector machine. The author has an hindex of 2, co-authored 2 publications receiving 258 citations.
Papers
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Journal Article
Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis
Jieping Ye,Tao Xiong +1 more
TL;DR: The main result shows that under a mild condition which holds in many applications involving high-dimensional data, NLDA is equivalent to OLDA, which confirms the effectiveness of the regularization in ROLDA.
Proceedings Article
SVM versus Least Squares SVM
Jieping Ye,Tao Xiong +1 more
TL;DR: The main result shows that under mild conditions, LS-SVM for binaryclass classifications is equivalent to the hard margin SVM based on the well-known Mahalanobis distance measure.