Stitch fix for mapper and topological gains

DOI10.1007/978-3-030-95519-9_12OpenAlexW3199021709MaRDI QIDQ2080101

Youjia Zhou, Ilkin Safarli, Nathaniel Saul, Bala Krishnamoorthy, Bei Wang

Publication date: 7 October 2022

Full work available at URL: https://arxiv.org/abs/2105.01961

zbMATH Keywords

topological data analysismultivariate databivariate mappermapper constructiontopological gains

Mathematics Subject Classification ID

Persistent homology and applications, topological data analysis (55N31) Topological data analysis (62R40)

Uses Software

• UCI-ml
• Gudhi
• Kepler Mapper
• giotto-tda

Cites Work

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• A history of graph entropy measures
• Hedonic housing prices and the demand for clean air
• Structure and stability of the one-dimensional Mapper
• Simplicial complex entropy
• A complete characterization of the one-dimensional intrinsic Čech persistence diagrams for metric graphs
• Probabilistic convergence and stability of random mapper graphs
• Reeb graphs for shape analysis and applications
• Higher dimensional discrete Cheeger inequalities
• Convergence between Categorical Representations of Reeb Space and Mapper
• Reeb spaces of piecewise linear mappings
• A Biometrics Invited Paper. The Analysis and Selection of Variables in Linear Regression
• Multiscale Mapper: Topological Summarization via Codomain Covers
• Topological Analysis of Nerves, Reeb Spaces, Mappers, and Multiscale Mappers
• Gromov-Hausdorff Approximation of Filament Structure Using Reeb-type Graph
• Breast Cancer Diagnosis and Prognosis Via Linear Programming

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