Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport

22 May 2018

Papers citing "Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport"

14 / 14 papers shown

Title
Towards Scalable Topological Regularizers Hiu-Tung Wong Darrick Lee Hong Yan BDL 67 0 0 24 Jan 2025
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams) Mathieu Pont Julien Tierny 31 3 0 05 Jul 2023
$k$ -Means Clustering for Persistent Homology Yueqi Cao P. Leung Anthea Monod 18 3 0 18 Oct 2022
Topological Analysis of Ensembles of Hydrodynamic Turbulent Flows -- An Experimental Study F. Nauleau F. Vivodtzev T. Bridel-Bertomeu H. Beaugendre Julien Tierny 13 14 0 28 Jul 2022
Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams) Mathieu Pont Jules Vidal Julien Tierny 29 7 0 22 Jul 2022
Approximating Persistent Homology for Large Datasets Yueqi Cao Anthea Monod 18 9 0 19 Apr 2022
Topological Classification in a Wasserstein Distance Based Vector Space Tananun Songdechakraiwut Bryan M. Krause M. Banks K. Nourski B. V. Veen 30 5 0 02 Feb 2022
Wasserstein Distances, Geodesics and Barycenters of Merge Trees Mathieu Pont Jules Vidal J. Delon Julien Tierny 35 36 0 16 Jul 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice Tam Le Truyen V. Nguyen OT 38 15 0 24 Jan 2021
Fast Unbalanced Optimal Transport on a Tree Ryoma Sato M. Yamada H. Kashima OT 29 25 0 04 Jun 2020
Statistical Parameter Selection for Clustering Persistence Diagrams Max Kontak Jules Vidal Julien Tierny 22 10 0 17 Oct 2019
Progressive Wasserstein Barycenters of Persistence Diagrams Jules Vidal J. Budin Julien Tierny 13 39 0 10 Jul 2019
Persistence Bag-of-Words for Topological Data Analysis Bartosz Zieliñski Michal Lipinski M. Juda Matthias Zeppelzauer Paweł Dłotko 22 22 0 21 Dec 2018
Statistical topological data analysis using persistence landscapes Peter Bubenik 114 846 0 27 Jul 2012