Some theory for ordinal embedding

DOI10.3150/15-BEJ792zbMath1450.62071arXiv1501.02861MaRDI QIDQ527459

Ery Arias-Castro

Publication date: 11 May 2017

Published in: Bernoulli (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1501.02861

zbMATH Keywords

dissimilarity comparisonslandmark multidimensional scalingnon-metric multidimensional scaling (MDS)ordinal embedding

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Functional limit theorems; invariance principles (60F17) Paired and multiple comparisons; multiple testing (62J15) Statistical aspects of big data and data science (62R07)

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Recovering a metric from its full ordinal information ⋮ From Similarity to Distance: Axiom Set, Monotonic Transformations and Metric Determinacy

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