Geometric anomaly detection in data

DOI10.1073/pnas.2001741117zbMath1485.55009arXiv1908.09397OpenAlexW3047315483WikidataQ98196545 ScholiaQ98196545MaRDI QIDQ5073125

Vidit Nanda, Jared Tanner, Bernadette Stolz

Publication date: 5 May 2022

Published in: Proceedings of the National Academy of Sciences (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1908.09397

Mathematics Subject Classification ID

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

Related Items (3)

Topological Data Analysis of Spatial Systems ⋮ Reconstructing linearly embedded graphs: a first step to stratified space learning ⋮ Persistence Steenrod modules

Cites Work

• Morse theory for filtrations and efficient computation of persistent homology
• Non-manifold surface reconstruction from high-dimensional point cloud data
• Intersection homology. II
• Stability of persistence diagrams
• Information geometry and its applications
• Local cohomology and stratification
• javaPlex: A Research Software Package for Persistent (Co)Homology
• Nonlinear Dimensionality Reduction
• Testing the manifold hypothesis
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