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        <datestamp>2024-03-06T10:56:47Z</datestamp>
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          <dc:title>The Universal 𝓁^p-Metric on Merge Trees</dc:title>
          <dc:creator>Cardona, Robert</dc:creator>
          <dc:creator>Curry, Justin</dc:creator>
          <dc:creator>Lam, Tung</dc:creator>
          <dc:creator>Lesnick, Michael</dc:creator>
          <dc:subject>merge trees</dc:subject>
          <dc:subject>hierarchical clustering</dc:subject>
          <dc:subject>persistent homology</dc:subject>
          <dc:subject>Wasserstein distances</dc:subject>
          <dc:subject>interleavings</dc:subject>
          <dc:description>Adapting a definition given by Bjerkevik and Lesnick for multiparameter persistence modules, we introduce an 𝓁^p-type extension of the interleaving distance on merge trees. We show that our distance is a metric, and that it upper-bounds the p-Wasserstein distance between the associated barcodes. For each p ∈ [1,∞], we prove that this distance is stable with respect to cellular sublevel filtrations and that it is the universal (i.e., largest) distance satisfying this stability property. In the p = ∞ case, this gives a novel proof of universality for the interleaving distance on merge trees.</dc:description>
          <dc:publisher>Schloss Dagstuhl – Leibniz-Zentrum für Informatik</dc:publisher>
          <dc:contributor>Robert Cardona and Justin Curry and Tung Lam and Michael Lesnick</dc:contributor>
          <dc:date>2022</dc:date>
          <dc:relation>Is Part Of LIPIcs, Volume 224, 38th International Symposium on Computational Geometry (SoCG 2022)</dc:relation>
          <dc:type>InProceedings</dc:type>
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          <dc:identifier>doi:10.4230/LIPIcs.SoCG.2022.24</dc:identifier>
          <dc:identifier>urn:nbn:de:0030-drops-160325</dc:identifier>
          <dc:identifier>https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.SoCG.2022.24</dc:identifier>
          <dc:language>eng</dc:language>
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