most citedClustering risk in Non-parametric Hidden Markov and I.I.D. Models

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math.PR2008

Forgetting of the initial distribution for non-ergodic Hidden Markov Chains

Elisabeth Gassiat, Benoit Landelle, Eric Moulines

In this paper, the forgetting of the initial distribution for a non-ergodic Hidden Markov Models (HMM) is studied. A new set of conditions is proposed to establish the forgetting p…