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05/05/2023
Zoo Guide to Network Embedding
Networks have provided extremely successful models of data and complex s...
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04/04/2023
Learning from data with structured missingness
Missing data are an unavoidable complication in many machine learning ta...
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07/11/2022
Weighted simplicial complexes and their representation power of higher-order network data and topology
Hypergraphs and simplical complexes both capture the higher-order intera...
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04/13/2022
Grand canonical ensembles of sparse networks and Bayesian inference
Maximum entropy network ensembles have been very successful in modelling...
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10/28/2019
The spectral dimension of simplicial complexes: a renormalization group theory
Simplicial complexes are increasingly used to study complex system struc...
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08/10/2019
Classical Information Theory of Networks
Heterogeneity is among the most important features characterizing real-w...
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02/21/2016
