221 citations · 360 across the 12 of their papers we have counts for
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math.ST2017
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…
stat.ME2017
Variational inference for probabilistic Poisson PCA
Julien Chiquet, Mahendra Mariadassou, Stéphane Robin
Many application domains such as ecology or genomics have to deal with multivariate non Gaussian observations. A typical example is the joint observation of the respective abundanc…