Stochastic Convergence of Persistence Landscapes and Silhouettes

2 December 2013

Papers citing "Stochastic Convergence of Persistence Landscapes and Silhouettes"

37 / 37 papers shown

Title
Persistent Topological Features in Large Language Models Yuri Gardinazzi Giada Panerai Karthik Viswanathan A. Ansuini Alberto Cazzaniga Matteo Biagetti 138 2 0 14 Oct 2024
Diffeomorphic interpolation for efficient persistence-based topological optimization Mathieu Carrière Marc Theveneau Théo Lacombe 56 1 0 29 May 2024
EMP: Effective Multidimensional Persistence for Graph Representation Learning I. Segovia-Dominguez Yuzhou Chen Cüneyt Gürcan Akçora Zhiwei Zhen Murat Kantarcioglu Yulia R. Gel Baris Coskunuzer 82 4 0 24 Jan 2024
Explaining the Power of Topological Data Analysis in Graph Machine Learning Funmilola Mary Taiwo Umar Islambekov Cüneyt Gürcan Akçora AI4CE 102 4 0 08 Jan 2024
Improving Self-supervised Molecular Representation Learning using Persistent Homology Yuankai Luo Lei Shi Veronika Thost SSL 94 8 0 29 Nov 2023
Topological data analysis of human vowels: Persistent homologies across representation spaces Guillem Bonafos Jean-Marc Freyermuth Pierre Pudlo Samuel Tronçon Arnaud Rey 38 2 0 10 Oct 2023
A Topological Machine Learning Pipeline for Classification Francesco Conti Davide Moroni M. A. Pascali 50 11 0 26 Sep 2023
Topological signatures of periodic-like signals Wojciech Reise Bertrand Michel Frédéric Chazal 8 2 0 23 Jun 2023
A topological classifier to characterize brain states: When shape matters more than variance Aina Ferrà G. Cecchini Fritz-Pere Nobbe Fisas Carles Casacuberta I. Cos 69 2 0 07 Mar 2023
Testing Homological Equivalence Using Betti Numbers Satish Kumar S. Dhar 49 0 0 25 Nov 2022
Rethinking Persistent Homology for Visual Recognition Ekaterina Khramtsova Guido Zuccon Xi Wang Mahsa Baktashmotlagh 40 5 0 09 Jul 2022
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition Yan Yan Xuan Wu Chengdong Li Yini He Zhicheng Zhang Huihui Li Ang Li Lei Wang 60 16 0 14 Mar 2022
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds Thibault de Surrel Felix Hensel Mathieu Carrière Théo Lacombe Yuichi Ike Hiroaki Kurihara Marc Glisse Frédéric Chazal 3DPC 71 19 0 03 Feb 2022
Functional Data Representation with Merge Trees M. Pegoraro P. Secchi 44 6 0 30 Aug 2021
A Random Persistence Diagram Generator Theodore Papamarkou Farzana Nasrin A. Lawson Na Gong Orlando Rios Vasileios Maroulas 34 9 0 15 Apr 2021
Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers Chul Moon Qiwei Li Guanghua Xiao 59 9 0 07 Dec 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics Benjamin Roycraft Johannes T. N. Krebs W. Polonik 56 6 0 04 May 2020
PLLay: Efficient Topological Layer based on Persistence Landscapes Kwangho Kim Jisu Kim Manzil Zaheer Joon Sik Kim Frédéric Chazal Larry A. Wasserman 45 13 0 07 Feb 2020
Understanding the Power of Persistence Pairing via Permutation Test Chen Cai Yusu Wang 36 6 0 16 Jan 2020
Testing goodness of fit for point processes via topological data analysis C. Biscio Nicolas Chenavier Christian Hirsch A. Svane 62 25 0 18 Jun 2019
Persistent homology detects curvature Peter Bubenik M. Hull Dhruv Patel Benjamin Whittle 121 72 0 30 May 2019
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures Mathieu Carrière Frédéric Chazal Yuichi Ike Théo Lacombe Martin Royer Yuhei Umeda 65 183 0 20 Apr 2019
Persistence Curves: A canonical framework for summarizing persistence diagrams Yu-Min Chung A. Lawson 43 74 0 16 Apr 2019
Approximating Continuous Functions on Persistence Diagrams Using Template Functions Jose A. Perea E. Munch Firas A. Khasawneh 29 27 0 19 Feb 2019
Time Series Featurization via Topological Data Analysis Kwangho Kim Jisu Kim Alessandro Rinaldo AI4TS 36 4 0 07 Dec 2018
The persistence landscape and some of its properties Peter Bubenik 46 63 0 11 Oct 2018
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists Frédéric Chazal Bertrand Michel 107 598 0 11 Oct 2017
Persistence Flamelets: multiscale Persistent Homology for kernel density exploration T. Padellini P. Brutti 41 4 0 20 Sep 2017
Tropical Sufficient Statistics for Persistent Homology Anthea Monod Sara Kalisnik J. A. Patino-Galindo Lorin Crawford 66 24 0 08 Sep 2017
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 80 245 0 13 Jul 2017
Nonparametric Inference via Bootstrapping the Debiased Estimator Yen-Chi Chen Yen-Chi Chen 58 22 0 22 Feb 2017
Statistical Analysis of Persistence Intensity Functions Yen-Chi Chen Daren Wang Alessandro Rinaldo Larry A. Wasserman 88 52 0 08 Oct 2015
Principal Component Analysis of Persistent Homology Rank Functions with case studies of Spatial Point Patterns, Sphere Packing and Colloids V. Robins Katharine Turner 78 70 0 06 Jul 2015
A persistence landscapes toolbox for topological statistics Peter Bubenik Paweł Dłotko 142 163 0 31 Dec 2014
Introduction to the R package TDA Brittany Terese Fasy Jisu Kim F. Lecci Clément Maria 134 134 0 07 Nov 2014
Inference on causal and structural parameters using many moment inequalities Victor Chernozhukov Denis Chetverikov Kengo Kato 151 118 0 30 Dec 2013
Statistical topological data analysis using persistence landscapes Peter Bubenik 169 864 0 27 Jul 2012