Published May 28, 2026 | Version v2
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Supplementary material for: "The Catastrophic Failure of the k-Means Algorithm in High Dimensions, and How Hartigan's Algorithm Avoids It"

Description

To use the deposited files to reproduce the paper results, you must first install the library attached to this Zenodo repository. The library is also required to open some of the precomputed results (e.g., .npz files for the 20 Newsgroups results).

Files

icml_results.zip

Files (552.6 MB)

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md5:58564912fadc0f24be6f0630e4c8db68
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Additional details

Software

Repository URL
https://github.com/Lederman-Group/Catastrophic_Failure_KMeans
Programming language
Python
Development Status
Active