A Kernel for Multi-Parameter Persistent Homology

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A Kernel for Multi-Parameter Persistent Homology

26 September 2018

Ulderico Fugacci

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Papers citing "A Kernel for Multi-Parameter Persistent Homology"

14 / 14 papers shown

Title
Quasi Zigzag Persistence: A Topological Framework for Analyzing Time-Varying Data Tamal K. Dey Shreyas N. Samaga 134 1 0 22 Feb 2025
D-GRIL: End-to-End Topological Learning with 2-parameter Persistence Soham Mukherjee Shreyas N. Samaga Cheng Xin Steve Oudot Tamal K. Dey 166 6 0 11 Jun 2024
Graphcode: Learning from multiparameter persistent homology using graph neural networks Michael Kerber Florian Russold AI4TS AI4CE 53 7 0 23 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
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence Baris Coskunuzer I. Segovia-Dominguez Yuzhou Chen Yulia R. Gel AI4TS 54 5 0 24 Jan 2024
A Topological Machine Learning Pipeline for Classification Francesco Conti Davide Moroni M. A. Pascali 45 11 0 26 Sep 2023
A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions David Loiseaux Mathieu Carrière Andrew J. Blumberg 115 10 0 19 Jun 2023
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures David Loiseaux Luis Scoccola Mathieu Carrière M. B. Botnan S. Oudot 57 20 0 06 Jun 2023
GRIL: A $2$ -parameter Persistence Based Vectorization for Machine Learning Cheng Xin Soham Mukherjee Shreyas N. Samaga T. Dey 105 15 0 11 Apr 2023
A Topological Distance between Multi-fields based on Multi-Dimensional Persistence Diagrams Yashwanth Ramamurthi A. Chattopadhyay 59 0 0 06 Mar 2023
Augmenting Molecular Deep Generative Models with Topological Data Analysis Representations Yair Schiff Vijil Chenthamarakshan Samuel C. Hoffman Karthikeyan N. Ramamurthy Payel Das MedIm 60 10 0 08 Jun 2021
A Multi-parameter Persistence Framework for Mathematical Morphology Yu-Min Chung S. Day Chuan-Shen Hu 30 13 0 24 Mar 2021
Stable and consistent density-based clustering via multiparameter persistence Alexander Rolle Luis Scoccola 38 8 0 18 May 2020
Approximating Continuous Functions on Persistence Diagrams Using Template Functions Jose A. Perea E. Munch Firas A. Khasawneh 29 27 0 19 Feb 2019