Search Results for author: Zhenyue Zhang

Found 3 papers, 1 papers with code

Minimal Sample Subspace Learning: Theory and Algorithms

no code implementations13 Jul 2019 Zhenyue Zhang, Yuqing Xia

Subspace segmentation or subspace learning is a challenging and complicated task in machine learning.

Learning Theory

Principal Boundary on Riemannian Manifolds

no code implementations21 Oct 2017 Zhigang Yao, Zhenyue Zhang

We consider the classification problem and focus on nonlinear methods for classification on manifolds.

Classification General Classification

Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment

1 code implementation7 Dec 2002 Zhenyue Zhang, Hongyuan Zha

Nonlinear manifold learning from unorganized data points is a very challenging unsupervised learning and data visualization problem with a great variety of applications.

Data Visualization Dimensionality Reduction

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