Statistical topological data analysis using persistence landscapes

27 July 2012

Papers citing "Statistical topological data analysis using persistence landscapes"

13 / 63 papers shown

Title
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams Tam Le M. Yamada 24 78 0 10 Feb 2018
Persistent homology machine learning for fingerprint classification Noah Giansiracusa Robert S. Giansiracusa Chul Moon 36 41 0 24 Nov 2017
Supervised Learning with Indefinite Topological Kernels T. Padellini P. Brutti 30 6 0 20 Sep 2017
Kernel method for persistence diagrams via kernel embedding and weight factor G. Kusano Kenji Fukumizu Y. Hiraoka 12 83 0 12 Jun 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 29 238 0 11 Jun 2017
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification W. Guo Krithika Manohar Steven L. Brunton A. Banerjee 27 32 0 12 Jan 2017
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals Jen-Yu Liu Shyh-Kang Jeng Yi-Hsuan Yang 24 34 0 26 Aug 2016
Minimax Rate-Optimal Estimation of Divergences between Discrete Distributions Rushil Anirudh Jiantao Jiao P. Turaga 11 39 0 30 May 2016
Principal Component Analysis of Persistent Homology Rank Functions with case studies of Spatial Point Patterns, Sphere Packing and Colloids V. Robins Katharine Turner 36 68 0 06 Jul 2015
A persistence landscapes toolbox for topological statistics Peter Bubenik Paweł Dłotko 60 158 0 31 Dec 2014
Robust Topological Inference: Distance To a Measure and Kernel Distance Frédéric Chazal Brittany Terese Fasy F. Lecci Bertrand Michel Alessandro Rinaldo Larry A. Wasserman 38 175 0 22 Dec 2014
Introduction to the R package TDA Brittany Terese Fasy Jisu Kim F. Lecci Clément Maria 38 133 0 07 Nov 2014
Topological consistency via kernel estimation O. Bobrowski S. Mukherjee Jonathan E. Taylor 53 69 0 20 Jul 2014