Non-negative matrix factorization for parameter estimation in hidden Markov models

2010 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2010.5589231 ◽

2010 ◽

Author(s):

Balaji Lakshminarayanan ◽

Raviv Raich

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Non Negative Matrix Factorization

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Recursive identification of chain dynamics in Hidden Markov Models using Non-Negative Matrix Factorization

2015 54th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2015.7402843 ◽

2015 ◽

Author(s):

Robert Mattila ◽

Vikram Krishnamurthy ◽

Bo Wahlberg

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Recursive Identification ◽

Chain Dynamics ◽

Non Negative Matrix Factorization

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001 Recursive parameter estimation for arbitrary hidden markov models

Control Engineering Practice ◽

10.1016/0967-0661(93)90020-r ◽

1993 ◽

Vol 1 (6) ◽

pp. 1075

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Recursive Parameter Estimation

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A Modified Minibatch Sampling Method for Parameter Estimation in Hidden Markov Models using Stochastic Variational Bayes

PAMM ◽

10.1002/pamm.202100203 ◽

2021 ◽

Vol 21 (1) ◽

Author(s):

Reetam Majumder ◽

Matthias K. Gobbert ◽

Nagaraj K. Neerchal

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Sampling Method ◽

Markov Models ◽

Hidden Markov ◽

Variational Bayes

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Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation

10.21437/interspeech.2012-433 ◽

2012 ◽

Author(s):

Emad M. Grais ◽

Hakan Erdogan

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Single Channel ◽

Hidden Markov ◽

Source Separation ◽

Nonnegative Matrix

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Learning Hidden Markov Models Using Probabilistic Matrix Factorization

Studies in Big Data - Data Mining for Service ◽

10.1007/978-3-642-45252-9_3 ◽

2014 ◽

pp. 27-39

Author(s):

Ashutosh Tewari ◽

Michael J. Giering

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Probabilistic Matrix Factorization

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RECURSIVE PARAMETER ESTIMATION FOR ARBITRARY HIDDEN MARKOV MODELS

Adaptive Systems in Control and Signal Processing 1992 ◽

10.1016/b978-0-08-041717-2.50006-9 ◽

1993 ◽

pp. 1-4

Author(s):

P.L. Slingsby

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Recursive Parameter Estimation

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Computational issues in parameter estimation for stationary hidden Markov models

Computational Statistics ◽

10.1007/s00180-007-0063-y ◽

2007 ◽

Vol 23 (1) ◽

pp. 1-18 ◽

Author(s):

Jan Bulla ◽

Andreas Berzel

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

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Parameter estimation and restoration of noisy images using Gibbs distributions in hidden Markov models

CVGIP Graphical Models and Image Processing ◽

10.1016/1049-9652(92)90050-8 ◽

1992 ◽

Vol 54 (3) ◽

pp. 187-197 ◽

Author(s):

Yunxin Zhao ◽

Xinhua Zhuang ◽

Les Atlas ◽

Lars Anderson

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Noisy Images ◽

Gibbs Distributions

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Simulated annealing for maximum a posteriori parameter estimation of hidden Markov models

IEEE Transactions on Information Theory ◽

10.1109/18.841176 ◽

2000 ◽

Vol 46 (3) ◽

pp. 994-1004 ◽

Author(s):

C. Andrieu ◽

A. Doucet

Keyword(s):

Parameter Estimation ◽

Simulated Annealing ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

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ACO-based BW algorithm for parameter estimation of hidden Markov models

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2011.042704 ◽

2011 ◽

Vol 41 (3/4) ◽

pp. 281 ◽

Author(s):

Qingmiao Wang ◽

Shiguang Ju

Keyword(s):

Parameter Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

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