Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering

10 March 2018

Papers citing "Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering"

19 / 19 papers shown

Title
Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights Carl Yang Yichen Feng Pan Li Yu Shi Jiawei Han 26 42 0 29 Sep 2019
HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs N. Yadati M. Nimishakavi Prateek Yadav Vikram Nitin Anand Louis Partha P. Talukdar GNN 80 37 0 07 Sep 2018
Quadratic Decomposable Submodular Function Minimization Pan Li Niao He O. Milenkovic 76 14 0 26 Jun 2018
Revisiting Decomposable Submodular Function Minimization with Incidence Relations Pan Li O. Milenkovic 92 19 0 10 Mar 2018
Inhomogeneous Hypergraph Clustering with Applications Pan Li O. Milenkovic 34 158 0 05 Sep 2017
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 242 7,622 0 30 Jun 2016
Nonparametric Detection of Geometric Structures over Networks Shaofeng Zou Yingbin Liang H. V. Poor 25 17 0 05 Apr 2016
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 105 5,315 0 12 Mar 2015
Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions Alina Ene Huy Le Nguyen 102 43 0 09 Feb 2015
On the Convergence Rate of Decomposable Submodular Function Minimization Robert Nishihara Stefanie Jegelka Michael I. Jordan 29 44 0 25 Jun 2014
Graph Cuts with Interacting Edge Costs - Examples, Approximations, and Algorithms Stefanie Jegelka J. Bilmes 35 11 0 02 Feb 2014
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited Matthias Hein S. Setzer Leonardo Jost Syama Sundar Rangapuram 37 163 0 18 Dec 2013
Reflection methods for user-friendly submodular optimization Stefanie Jegelka Francis R. Bach S. Sra 40 76 0 18 Nov 2013
Structured learning of sum-of-submodular higher order energy functions Alexander Fix Thorsten Joachims Sung Min Park Ramin Zabih 48 22 0 28 Sep 2013
$Constrained fractional set programs and their application in local clustering and community detection$ Constrained fractional set programs and their application in local clustering and community detection Thomas Bühler Syama Sundar Rangapuram S. Setzer Matthias Hein 37 19 0 14 Jun 2013
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 96 3,962 0 31 Oct 2012
Learning with Submodular Functions: A Convex Optimization Perspective Francis R. Bach 121 476 0 28 Nov 2011
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA Matthias Hein Thomas Bühler 62 212 0 03 Dec 2010
A Tutorial on Spectral Clustering U. V. Luxburg 170 10,497 0 01 Nov 2007