536 citations · 539 across the 4 of their papers we have counts for
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cs.LG2019★ 2 cited
Minimal Sample Subspace Learning: Theory and Algorithms
Zhenyue Zhang, Yuqing Xia
Subspace segmentation or subspace learning is a challenging and complicated task in machine learning. This paper builds a primary frame and solid theoretical bases for the minimal…
cs.LG2002★ 536 cited
Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment
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. In this pa…