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10/30/2019
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs
We study the task of semi-supervised learning on multilayer graphs by ta...
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05/15/2019
Spectral Clustering of Signed Graphs via Matrix Power Means
Signed graphs encode positive (attractive) and negative (repulsive) rela...
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09/07/2018
Node classification for signed networks using diffuse interface methods
Signed networks are a crucial tool when modeling friend and foe relation...
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03/01/2018
The Power Mean Laplacian for Multilayer Graph Clustering
Multilayer graphs encode different kind of interactions between the same...
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08/18/2017
Community detection in networks via nonlinear modularity eigenvectors
Revealing a community structure in a network or dataset is a central pro...
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01/03/2017