221 citations · 360 across the 12 of their papers we have counts for
4 papers · 1 filter
Consistency and Asymptotic Normality of Stochastic Block Models Estimators from Sampled Data
Mahendra Mariadassou, Timothée Tabouy
Statistical analysis of network is an active research area and the literature counts a lot of papers concerned with network models and statistical analysis of networks. However, ve…
Consistency and Asymptotic Normality of Latent Block Model Estimators
Vincent Brault, Christine Keribin, Mahendra Mariadassou
The Latent Block Model (LBM) is a model-based method to cluster simultaneously the columns and rows of a data matrix. Parameter estimation in LBM is a difficult and multifa…
Convergence of the groups posterior distribution in latent or stochastic block models
Mahendra Mariadassou, Catherine Matias
We propose a unified framework for studying both latent and stochastic block models, which are used to cluster simultaneously rows and columns of a data matrix. In this new framewo…
Assessing the Distribution Consistency of Sequential Data
Mahendra Mariadassou, Avner Bar-Hen
Given n observations, we study the consistency of a batch of k new observations, in terms of their distribution function. We propose a non-parametric, non-likelihood test based on…