221 citations · 434 across the 31 of their papers we have counts for
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stat.ME2013★ 23 cited
Variational Bayes model averaging for graphon functions and motif frequencies inference in W-graph models
P. Latouche, S Robin
W-graph refers to a general class of random graph models that can be seen as a random graph limit. It is characterized by both its graphon function and its motif frequencies. In th…
stat.ME2013★ 15 cited
Finite state space non parametric Hidden Markov Models are in general identifiable
Elisabeth Gassiat, Alice Cleynen, Stéphane Robin
In this paper, we prove that finite state space non parametric hidden Markov models are identifiable as soon as the transition matrix of the latent Markov chain has full rank and t…