Infinite Viterbi alignments in the two state hidden Markov models

zbMath1166.62062arXiv0711.0928MaRDI QIDQ3626352

Alexey Koloydenko, Jüri Lember

Publication date: 22 May 2009

Full work available at URL: https://arxiv.org/abs/0711.0928

zbMATH Keywords

Viterbi extractionViterbi trainingmaximum a posteriori path

Mathematics Subject Classification ID

Markov processes: estimation; hidden Markov models (62M05) Inference from stochastic processes (62M99)

Related Items (6)

On the accuracy of the MAP inference in HMMs ⋮ The infinite viterbi alignment and decay-convexity ⋮ Asymptotic risks of Viterbi segmentation ⋮ Regenerativity of Viterbi process for pairwise Markov models ⋮ The adjusted Viterbi training for hidden Markov models ⋮ Existence of infinite Viterbi path for pairwise Markov models

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