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persistence diagram

36 papers

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Also known as

PD

Co-occurring keywords · papers mentioning both

topological data analysis (28) persistent homology (9) kernel methods (8) wasserstein distance (5) vector representation (3) topological feature (3) support vector machine (3) graph classification (3) feature extraction (3) bottleneck distance (2)

Papers

Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor JMLR 2018 Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NeurIPS 2018 Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NeurIPS 2018 Persistence Images: A Stable Vector Representation of Persistent Homology JMLR 2017 Sliced Wasserstein Kernel for Persistence Diagrams ICML 2017 Persistence weighted Gaussian kernel for topological data analysis ICML 2016 A Stable Multi-Scale Kernel for Topological Machine Learning CVPR 2015 Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis JMLR 2015 Statistical Topological Data Analysis - A Kernel Perspective NeurIPS 2015 Convergence rates for persistence diagram estimation in Topological Data Analysis ICML 2014 Persistence-based Structural Recognition CVPR 2014