Minimax adaptive estimation of nonparametric hidden Markov models

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Minimax adaptive estimation of nonparametric hidden Markov models

20 January 2015

Yohann De Castro

Elisabeth Gassiat

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Papers citing "Minimax adaptive estimation of nonparametric hidden Markov models"

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Title
Estimating multivariate latent-structure models S. Bonhomme Koen Jochmans J. Robin 26 49 0 30 Mar 2016
Consistent estimation of the filtering and marginal smoothing distributions in nonparametric hidden Markov models Yohann De Castro Elisabeth Gassiat Sylvain Le Corff 45 32 0 23 Jul 2015
Nonparametric identification and maximum likelihood estimation for hidden Markov model Grigory Alexandrovich H. Holzmann Anna Leister 72 33 0 16 Apr 2014
Nonparametric Estimation of Multi-View Latent Variable Models Le Song Anima Anandkumar Bo Dai Bo Xie 58 44 0 13 Nov 2013
Posterior consistency for nonparametric hidden Markov models with finite state space E. Vernet 55 24 0 13 Nov 2013
Nonparametric regression on hidden phi-mixing variables: identifiability and consistency of a pseudo-likelihood based estimation procedure T. Dumont Sylvain Le Corff 75 9 0 04 Sep 2012
Hidden Markov Models with mixtures as emission distributions Stevenn Volant Caroline Bérard M. Martin-Magniette Stephane S. Robin 70 52 0 22 Jun 2012
A Method of Moments for Mixture Models and Hidden Markov Models Anima Anandkumar Daniel J. Hsu Sham Kakade 188 344 0 03 Mar 2012
Clustering and variable selection for categorical multivariate data D. Bontemps Wilson Toussile 92 15 0 05 Feb 2010
A Spectral Algorithm for Learning Hidden Markov Models Daniel J. Hsu Sham Kakade Tong Zhang 181 309 0 26 Nov 2008
Identifiability of parameters in latent structure models with many observed variables E. Allman C. Matias J. Rhodes CML 156 533 0 29 Sep 2008