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The Utility of Sheaves in Persistence Curry, Justin
Description
In this talk I'll review some of the basic concepts of sheaf theory as it is relevant to persistence in one or more parameters. One of the themes that will be emphasized is how the same formalism can be used and simply by changing the underlying topology many different constructs in TDA can be obtained: multi-filtered homology (Alexandrov/gamma topology), level set persistence and Reeb spaces (Euclidean topology), the persistent homology transform and vineyards (mixture of Alexandrov and Euclidean topologies). Additionally, I'll describe how sheaves can be used to organize various counting problems associated to persistence.
Item Metadata
Title |
The Utility of Sheaves in Persistence
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2018-08-08T11:00
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Description |
In this talk I'll review some of the basic concepts of sheaf theory as it is relevant to persistence in one or more parameters. One of the themes that will be emphasized is how the same formalism can be used and simply by changing the underlying topology many different constructs in TDA can be obtained: multi-filtered homology (Alexandrov/gamma topology), level set persistence and Reeb spaces (Euclidean topology), the persistent homology transform and vineyards (mixture of Alexandrov and Euclidean topologies). Additionally, I'll describe how sheaves can be used to organize various counting problems associated to persistence.
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Extent |
55.0
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: SUNY Albany
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Series | |
Date Available |
2019-03-24
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
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DOI |
10.14288/1.0377397
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URI | |
Affiliation | |
Peer Review Status |
Unreviewed
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Scholarly Level |
Researcher
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Rights URI | |
Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International