scientific article

zbMath1318.62273arXiv1007.3622MaRDI QIDQ2933975

Jüri Lember, Alexey Koloydenko

Publication date: 8 December 2014

Full work available at URL: https://arxiv.org/abs/1007.3622

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

interpolationdecoderHMMriskViterbi algorithmhybridminimum errorsegmental classificationpower transformadmissible pathoptimal accuracyMAP sequenceposterior decodingsymbol-by-symbol

Mathematics Subject Classification ID

Markov processes: estimation; hidden Markov models (62M05) Learning and adaptive systems in artificial intelligence (68T05) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20)

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On the accuracy of the MAP inference in HMMs ⋮ A decision-theoretic approach for segmental classification ⋮ Pairwise Markov models and hybrid segmentation approach ⋮ Markov-switching quantile autoregression: a Gibbs sampling approach ⋮ Asymptotic risks of Viterbi segmentation ⋮ Regenerativity of Viterbi process for pairwise Markov models ⋮ Estimation of Viterbi path in Bayesian hidden Markov models ⋮ Exponential forgetting of smoothing distributions for pairwise Markov models ⋮ Existence of infinite Viterbi path for pairwise Markov models

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