The Power Mean Laplacian for Multilayer Graph Clustering

The Power Mean Laplacian for Multilayer Graph Clustering

1 March 2018

Francesco Tudisco

Matthias Hein

ArXiv (abs)PDF HTML

Papers citing "The Power Mean Laplacian for Multilayer Graph Clustering"

13 / 13 papers shown

Title
Mixture of multilayer stochastic block models for multiview clustering Kylliann De Santiago Marie Szafranski Christophe Ambroise 83 1 0 09 Jan 2024
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs Shenyang Huang Samy Coulombe Yasmeen Hitti Reihaneh Rabbany Guillaume Rabusseau 54 10 0 02 Feb 2023
Detecting Planted Partition in Sparse Multi-Layer Networks Anirban Chatterjee Sagnik Nandy Ritwik Sadhu 107 1 0 15 Sep 2022
Federated Myopic Community Detection with One-shot Communication Chuyang Ke Jean Honorio FedML 62 5 0 14 Jun 2021
Pseudoinverse Graph Convolutional Networks: Fast Filters Tailored for Large Eigengaps of Dense Graphs and Hypergraphs Dominik Alfke Martin Stoll GNN 50 5 0 03 Aug 2020
Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products Kai Bergermann Martin Stoll Toni Volkmer 44 10 0 10 Jul 2020
Spectral Image Segmentation with Global Appearance Modeling J. F. R. Neto Pedro F. Felzenszwalb 108 4 0 11 Jun 2020
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers Sharmodeep Bhattacharyya Sabyasachi Chatterjee 56 14 0 06 Apr 2020
A literature survey of matrix methods for data science Martin Stoll 65 20 0 17 Dec 2019
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs Pedro Mercado Francesco Tudisco Matthias Hein 60 18 0 30 Oct 2019
Spectral Clustering of Signed Graphs via Matrix Power Means Pedro Mercado Francesco Tudisco Matthias Hein 55 33 0 15 May 2019
OrthoNet: Multilayer Network Data Clustering Mireille El Gheche Giovanni Chierchia P. Frossard 84 24 0 02 Nov 2018
Community detection in networks via nonlinear modularity eigenvectors Francesco Tudisco Pedro Mercado Matthias Hein 113 23 0 18 Aug 2017