20 citations · 28 across the 8 of their papers we have counts for
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stat.ML2015
Dirichlet Fragmentation Processes
Hong Ge, Yarin Gal, Zoubin Ghahramani
Tree structures are ubiquitous in data across many domains, and many datasets are naturally modelled by unobserved tree structures. In this paper, first we review the theory of ran…
stat.ML2015★ 3 cited
A Linear-Time Particle Gibbs Sampler for Infinite Hidden Markov Models
Nilesh Tripuraneni, Shane Gu, Hong Ge +1
Infinite Hidden Markov Models (iHMM's) are an attractive, nonparametric generalization of the classical Hidden Markov Model which can automatically infer the number of hidden state…