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07/06/2023
Degree Heterogeneity in Higher-Order Networks: Inference in the Hypergraph -Model
The β-model for random graphs is commonly used for representing pairwise...
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06/09/2023
Bayes optimal learning in high-dimensional linear regression with network side information
Supervised learning problems with side information in the form of a netw...
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09/15/2022
Clustering Network Vertices in Sparse Contextual Multilayer Networks
We consider the problem of learning the latent community structure in a ...
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04/30/2021
Exact Detection Thresholds for Chatterjee's Correlation
Recently, Chatterjee (2021) introduced a new rank-based correlation coef...
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04/07/2021