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08/27/2022
Consistency between ordering and clustering methods for graphs
A relational dataset is often analyzed by optimally assigning a label to...
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11/03/2020
Palette diagram: A Python package for visualization of collective categorical data
Categorical data, wherein a numerical quantity is assigned to each categ...
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10/29/2018
Mean-field theory of graph neural networks in graph partitioning
A theoretical performance analysis of the graph neural network (GNN) is ...
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10/24/2017
Algorithmic detectability threshold of the stochastic blockmodel
The assumption that the values of model parameters are known or correctl...
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10/24/2017
Algorithmic infeasibility of community detection in higher-order networks
In principle, higher-order networks that have multiple edge types are mo...
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02/06/2016