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Balancing Geometry and Density: Path Distances on High-Dimensional Data

Dec 17, 2020
Anna Little, Daniel McKenzie, James Murphy

* 28 pages 

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An Analysis of Classical Multidimensional Scaling

Jan 15, 2019
Anna Little, Yuying Xie, Qiang Sun

* 37 pages including supplementary material 

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Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms

Dec 17, 2017
Anna Little, Mauro Maggioni, James M. Murphy

* 49 pages, 12 figures 

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