Outlier-robust subsampling techniques for persistent homology

<p>In recent years, persistent homology (PH) has been successfully applied to real-world data in many different settings. Despite significant computational advances, PH algorithms do not yet scale to large datasets preventing interesting applications. One approach to address computational issu...

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Bibliographic Details
Main Author: Stolz, BJ
Format: Journal article
Language:English
Published: Journal of Machine Learning Research 2023