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