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02/07/2023
Consistent model selection for the Degree Corrected Stochastic Blockmodel
The Degree Corrected Stochastic Block Model (DCSBM) was introduced by <c...
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11/19/2021
Population based change-point detection for the identification of homozygosity islands
In this paper, we propose a new method for offline change-point detectio...
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11/27/2019
Strong structure recovery for partially observed discrete Markov random fields on graphs
We propose a penalized maximum likelihood criterion to estimate the grap...
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04/10/2018
Strong consistency of Krichevsky-Trofimov estimator for the number of communities in the Stochastic Block Model
In this paper we introduce the Krichevsky-Trofimov estimator for the num...
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10/02/2017