Query: title:(Infinite Multiple Membership Relational Modeling for Complex Networks), Author: Mørup

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title:(Infinite Multiple Membership Relational Modeling for Complex Networks) Author: Mørup

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title:(Infinite AND Multiple AND Membership AND Relational AND Modeling AND for AND Complex AND Networks)

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1 Conference paper

Infinite Multiple Membership Relational Modeling for Complex Networks 10.1109/MLSP.2011.6064546

Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai

2011 Ieee International Workshop on Machine Learning for Signal Processing (mlsp) — 2010, pp. 1-6

Learning latent structure in complex networks has become an important problem fueled by many types of networked data originating from practically all fields of science. In this paper, we propose a new non-parametric Bayesian multiple-membership latent feature model for networks. Contrary

Year: 2010

Language: English

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2 Conference paper

Infinite Multiple Membership Relational Modeling for Complex Networks

Mørup, Morten; Schmidt, Mikkel Nørgaard; Hansen, Lars Kai

multiplemembership models that scale quadratically in the number of vertices the proposedmodel scales linearly in the number of links admittingmultiple-membership analysis in large scale networks. We demonstrate a connection between the single membership relational model and multiple membership models and show

Year: 2010

Language: English

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ibdlmjokca e ngph f

3 Preprint article

Infinite Multiple Membership Relational Modeling for Complex Networks

Mørup, Morten; Schmidt, Mikkel N.; Hansen, Lars Kai