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06/15/2022
Sparse Subspace Clustering in Diverse Multiplex Network Model
The paper considers the DIverse MultiPLEx (DIMPLE) network model, introd...
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10/11/2021
Clustering of Diverse Multiplex Networks
The paper introduces the DIverse MultiPLEx (DIMPLE) network model where ...
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02/20/2021
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network
The paper considers a Mixture Multilayer Stochastic Block Model (MMLSBM)...
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02/07/2020
Statistical Inference in Heterogeneous Block Model
There exist various types of network block models such as the Stochastic...
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10/03/2019
Sparse Popularity Adjusted Stochastic Block Model
The objective of the present paper is to study the Popularity Adjusted B...
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02/01/2019
Estimation and Clustering in Popularity Adjusted Stochastic Block Model
The paper considers the Popularity Adjusted Block model (PABM) introduce...
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10/16/2018
Density Deconvolution with Small Berkson Errors
The present paper studies density deconvolution in the presence of small...
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10/16/2018
Clustering in statistical ill-posed linear inverse problems
In many statistical linear inverse problems, one needs to recover classe...
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08/28/2018
Probabilistic Sparse Subspace Clustering Using Delayed Association
Discovering and clustering subspaces in high-dimensional data is a funda...
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10/30/2017
Solution of linear ill-posed problems by model selection and aggregation
We consider a general statistical linear inverse problem, where the solu...
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05/02/2017
Spectral clustering in the dynamic stochastic block model
In the present paper, we studied a Dynamic Stochastic Block Model (DSBM)...
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05/25/2016
Solution of linear ill-posed problems using random dictionaries
In the present paper we consider application of overcomplete dictionarie...
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06/04/2015