24 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 24 cited
Clustering hidden Markov models with variational HEM
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
The hidden Markov model (HMM) is a widely-used generative model that copes with sequential data, assuming that each observation is conditioned on the state of a hidden Markov chain…
cs.AI2011
Tech Report A Variational HEM Algorithm for Clustering Hidden Markov Models
Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet
The hidden Markov model (HMM) is a generative model that treats sequential data under the assumption that each observation is conditioned on the state of a discrete hidden variable…