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math.ST2018
Splitting models for multivariate count data
Pierre Fernique, Jean Peyhardi, Jean-Baptiste Durand
Considering discrete models, the univariate framework has been studied in depth compared to the multivariate one. This paper first proposes two criteria to define a sensu stricto m…
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…