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10/26/2019
Joint Analysis of Social and Item Response Networks with Latent Space Models
The adjustment of students to a school environment is fundamentally link...
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08/19/2019
Consistent Community Detection in Continuous-Time Networks of Relational Events
In many application settings involving networks, such as messages betwee...
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12/16/2018
Higher-Order Spectral Clustering under Superimposed Stochastic Block Model
Higher-order motif structures and multi-vertex interactions are becoming...
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05/06/2018
A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging
Motivated by multi-subject experiments in neuroimaging studies, we devel...
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04/24/2017
Consistency of community detection in multi-layer networks using spectral and matrix factorization methods
We consider the problem of estimating a consensus community structure by...
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05/17/2016
Orthogonal symmetric non-negative matrix factorization under the stochastic block model
We present a method based on the orthogonal symmetric non-negative matri...
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06/08/2015