SPONGE: A generalized eigenproblem for clustering signed networks

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SPONGE: A generalized eigenproblem for clustering signed networks

18 April 2019

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Papers citing "SPONGE: A generalized eigenproblem for clustering signed networks"

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Title
Signed graphs in data sciences via communicability geometry Fernando Diaz-Diaz Ernesto Estrada 65 2 0 12 Mar 2024
Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework Corinna Coupette Sebastian Dalleiger Bastian Rieck 84 14 0 21 Oct 2022
Signed Graph Neural Networks: A Frequency Perspective Rahul Singh Yongxin Chen 50 11 0 15 Aug 2022
Sublinear-Time Clustering Oracle for Signed Graphs S. Neumann Pan Peng 42 2 0 28 Jun 2022
SSSNET: Semi-Supervised Signed Network Clustering Yixuan He Gesine Reinert Songchao Wang Mihai Cucuringu 78 28 0 13 Oct 2021
A Thorough View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy Kevin Bello Chuyang Ke Jean Honorio 20 1 0 16 Feb 2021
Regularized spectral methods for clustering signed networks Ning Zhang A. Singh Déborah Sulem Hemant Tyagi 71 19 0 03 Nov 2020
Learning with Semi-Definite Programming: new statistical bounds based on fixed point analysis and excess risk curvature Stéphane Chrétien Ning Zhang Guillaume Lecué Lucie Neirac 26 5 0 04 Apr 2020
Motif-Based Spectral Clustering of Weighted Directed Networks W. Underwood Andrew Elliott Mihai Cucuringu 61 12 0 02 Apr 2020
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Alberto Bailoni Constantin Pape Nathan Hütsch Steffen Wolf T. Beier Anna Kreshuk Fred Hamprecht 65 12 0 27 Jun 2019
Spectral Clustering of Signed Graphs via Matrix Power Means Pedro Mercado Francesco Tudisco Matthias Hein 55 33 0 15 May 2019
An MBO scheme for clustering and semi-supervised clustering of signed networks Ning Zhang A. Pizzoferrato Y. Gennip 67 16 0 10 Jan 2019