No. 4: Manifold Learning and Its Applications
All Papers
A General Framework for Manifold Alignment
PDFSparse Geodesic Paths
PDFInteractive Learning Using Manifold Geometry
PDFMiPPS: A Generative Model for Multi-Manifold Clustering
PDFMultiscale Estimation of Intrinsic Dimensionality of Data Sets
PDFLearning Topology of Curves with Application to Clustering
PDFRobust Laplacian Eigenmaps Using Global Information
PDFMesh Segmentation Using Laplacian Eigenvectors and Gaussian Mixtures
PDFSemi-Supervised Learning Using Sparse Eigenfunction Bases
PDFSensor Map Discovery for Developing Robots
PDFIllumination Invariant Face Recognition on Nonlinear Manifolds
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