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Katharina Limbeck

2 accepted papers

2024

Metric Space Magnitude for Evaluating the Diversity of Latent Representations

NeurIPS 2024poster

The *magnitude* of a metric space is a novel invariant that provides a measure of the 'effective size' of a space across multiple scales, while also capturing numerous geometrical properties, such as curvature, density, or entropy. We develop a family of magnitude-based measures of the intrinsic div…

Cited by 2SourcePDFScholar