Regression analysis of locality preserving projections via sparse penalty

DOI10.1016/j.ins.2015.01.004zbMath1360.62393OpenAlexW2073025445MaRDI QIDQ528758

Hua-Wen Liu, Zhongyu Chen, Zhonglong Zheng, Xiaoqiao Huang, Jie Yang, XiaoWei He

Publication date: 16 May 2017

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2015.01.004

zbMATH Keywords

regression analysissubspace learninglocality preserving projectionssparse penalty

Mathematics Subject Classification ID

Linear regression; mixed models (62J05)

Related Items (1)

Low-rank local tangent space embedding for subspace clustering

Cites Work

• Unnamed Item
• Graph-optimized locality preserving projections
• Lasso-type recovery of sparse representations for high-dimensional data
• Regularized discriminant analysis and its application to face recognition
• Proximal Thresholding Algorithm for Minimization over Orthonormal Bases
• Algorithms for the regularization of ill-conditioned least squares problems
• Bayesian Compressive Sensing
• Gradient Pursuits
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Regularization and Variable Selection Via the Elastic Net
• Regularized Robust Coding for Face Recognition
• Compressed sensing

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