10 citations · 10 across the 2 of their papers we have counts for
2 papers
stat.ML2013
Parametric Modelling of Multivariate Count Data Using Probabilistic Graphical Models
Pierre Fernique, Jean-Baptiste Durand, Yann Guédon
Multivariate count data are defined as the number of items of different categories issued from sampling within a population, which individuals are grouped into categories. The anal…
math.ST2012★ 10 cited
Localizing the Latent Structure Canonical Uncertainty: Entropy Profiles for Hidden Markov Models
Jean-Baptiste Durand, Y. Guédon
This report addresses state inference for hidden Markov models. These models rely on unobserved states, which often have a meaningful interpretation. This makes it necessary to dev…