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07/23/2021
Graph Pseudometrics from a Topological Point of View
We explore pseudometrics for directed graphs in order to better understa...
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01/12/2021
Towards Stratified Space Learning: Linearly Embedded Graphs
In this paper, we consider the simplest class of stratified spaces – lin...
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09/27/2019
Stratified Space Learning: Reconstructing Embedded Graphs
Many data-rich industries are interested in the efficient discovery and ...
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07/31/2019
Intrinsic Interleaving Distance for Merge Trees
Merge trees are a type of graph-based topological summary that tracks th...
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03/04/2019
Same but Different: distance correlations between topological summaries
Persistent homology allows us to create topological summaries of complex...
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05/24/2018