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20172026
most citedPath-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms

37 citations · 48 across the 9 of their papers we have counts for

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Showing 2020Show all

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stat.ML2020

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

Anna Little, Daniel McKenzie, James Murphy

New geometric and computational analyses of power-weighted shortest-path distances (PWSPDs) are presented. By illuminating the way these metrics balance density and geometry in the…