63 citations · 67 across the 6 of their papers we have counts for
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stat.ME2016★ 2 cited
Overfitting hidden Markov models with an unknown number of states
Zoé van Havre, Judith Rousseau, Nicole White +1
This paper presents new theory and methodology for the Bayesian estimation of overfitted hidden Markov models, with finite state space. The goal is then to achieve posterior emptyi…
stat.ME2015★ 63 cited
Overfitting Bayesian Mixture Models with an Unknown Number of Components
Zoe van Havre, Nicole White, Judith Rousseau +1
This paper proposes solutions to three issues pertaining to the estimation of finite mixture models with an unknown number of components: the non-identifiability induced by overfit…