Search Results for author: Sirio Legramanti

Found 2 papers, 2 papers with code

Extended Stochastic Block Models with Application to Criminal Networks

1 code implementation16 Jul 2020 Sirio Legramanti, Tommaso Rigon, Daniele Durante, David B. Dunson

The coexistence of these noisy block patterns limits the reliability of routinely-used community detection algorithms, and requires extensions of model-based solutions to realistically characterize the node partition process, incorporate information from node attributes, and provide improved strategies for estimation and uncertainty quantification.

Community Detection Model Selection +1

Bayesian cumulative shrinkage for infinite factorizations

1 code implementation12 Feb 2019 Sirio Legramanti, Daniele Durante, David B. Dunson

There is a wide variety of models in which the dimension of the parameter space is unknown.

Methodology

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