Unsupervised Learning of Image Manifolds by Semidefinite Programming

2006/05/01 by Kilian Q. Weinberger, Lawrence K. Saul · 2 citations
Computer Science · Mathematics · #Advanced Vision and Imaging #Algorithm #Artificial intelligence #Computer science #Computer vision #Data set #Dimensionality reduction #Face and Expression Recognition #Image (mathematics) #Manifold (fluid mechanics) #Mathematical optimization #Mathematics #Nonlinear dimensionality reduction #Pattern recognition (psychology) #Quadratic programming #Representation (politics) #Semidefinite embedding #Semidefinite programming #Set (abstract data type) #Topological and Geometric Data Analysis

paper · doi:10.1007/s11263-005-4939-z

crossref issued 2006/05/01 · crossref published 2006/05/01 · crossref published-online 2006/05/01 · openalex publication_date 2006/05/01 · crossref created 2006/05/03 · crossref published-print 2006/10/01 · crossref deposited 2025/01/08 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29 · crossref indexed 2026/07/31

Citations

• A Global Geometric Framework for Nonlinear Dimensionality Reduction
• Nonlinear Dimensionality Reduction by Locally Linear Embedding
• Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization
• Semidefinite Programming

Cited by

• Matrix Completion via Nonconvex Regularization: Convergence of the Proximal Gradient Algorithm
• Semidefinite embedding [wikipedia]