A Method Based on Total Variation for Network Modularity Optimization Using the MBO Scheme
From MaRDI portal
Publication:5408787
DOI10.1137/130917387zbMath1284.62377arXiv1304.4679OpenAlexW2963861243MaRDI QIDQ5408787
Huiyi Hu, Mason A. Porter, Andrea L. Bertozzi, Thomas Laurent
Publication date: 11 April 2014
Published in: SIAM Journal on Applied Mathematics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1304.4679
Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).
Related Items (18)
Consistency of modularity clustering on random geometric graphs ⋮ Sparse representation on graphs by tight wavelet frames and applications ⋮ From graph cuts to isoperimetric inequalities: convergence rates of Cheeger cuts on data clouds ⋮ Convergence of the graph Allen-Cahn scheme ⋮ Representation of functions on big data associated with directed graphs ⋮ Proximal gradient methods for general smooth graph total variation model in unsupervised learning ⋮ Modified Cheeger and ratio cut methods using the Ginzburg–Landau functional for classification of high-dimensional data ⋮ Global binary optimization on graphs for classification of high-dimensional data ⋮ Mumford–Shah functionals on graphs and their asymptotics ⋮ Total Variation Based Community Detection Using a Nonlinear Optimization Approach ⋮ Generalizing Diffuse Interface Methods on Graphs: Nonsmooth Potentials and Hypergraphs ⋮ Mean curvature, threshold dynamics, and phase field theory on finite graphs ⋮ Graph MBO on star graphs and regular trees. With corrections to DOI 10.1007/s00032-014-0216-8 ⋮ An MBO scheme for minimizing the graph Ohta-Kawasaki functional ⋮ Stochastic block models are a discrete surface tension ⋮ Community Detection in Networks via Nonlinear Modularity Eigenvectors ⋮ Simplified Energy Landscape for Modularity Using Total Variation ⋮ Diffuse Interface Models on Graphs for Classification of High Dimensional Data
Uses Software
This page was built for publication: A Method Based on Total Variation for Network Modularity Optimization Using the MBO Scheme