Statistical Physics Analysis of Maximum a Posteriori Estimation for Multi-channel Hidden Markov Models

Journal of Statistical Physics ◽

10.1007/s10955-013-0711-2 ◽

2013 ◽

Vol 150 (4) ◽

pp. 744-775 ◽

Author(s):

Avik Halder ◽

Ansuman Adhikary

Keyword(s):

Hidden Markov Models ◽

Statistical Physics ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

A Posteriori ◽

Maximum A Posteriori Estimation ◽

Posteriori Estimation

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Maximum a Posteriori Approximation of Hidden Markov Models for Proportional Sequential Data Modeling With Simultaneous Feature Selection

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3071083 ◽

2021 ◽

pp. 1-12

Author(s):

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Data Modeling ◽

Maximum A Posteriori ◽

Sequential Data ◽

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Joint maximum a posteriori estimation of transformation and hidden Markov model parameters

2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100) ◽

10.1109/icassp.2000.859122 ◽

2002 ◽

Author(s):

O. Siohan ◽

C. Chesta ◽

Chin-Hui Lee

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Maximum A Posteriori ◽

Model Parameters ◽

A Posteriori ◽

Maximum A Posteriori Estimation ◽

Posteriori Estimation

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Properties of the maximum a posteriori path estimator in hidden Markov models

IEEE Transactions on Information Theory ◽

10.1109/tit.2005.860425 ◽

2006 ◽

Vol 52 (1) ◽

pp. 41-51 ◽

Author(s):

A. Calie

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

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Convergence of the maximum a posteriori path estimator in hidden Markov models

IEEE Transactions on Information Theory ◽

10.1109/tit.2002.1013123 ◽

2002 ◽

Vol 48 (7) ◽

pp. 1750-1758 ◽

Author(s):

A. Caliebe ◽

U. Rosler

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

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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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Maximum A Posteriori Approximation of Dirichlet and Beta-Liouville Hidden Markov Models for Proportional Sequential Data Modeling

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc42975.2020.9283011 ◽

2020 ◽

Author(s):

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Data Modeling ◽

Maximum A Posteriori ◽

Sequential Data ◽

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On Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Data

2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) ◽

10.1109/mmsp48831.2020.9287112 ◽

2020 ◽

Author(s):

Samr Ali ◽

Nizar Bouguila

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Maximum A Posteriori ◽

A Posteriori ◽

Proportional Data

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Minimax a posteriori estimation in the hidden Markov models

Automation and Remote Control ◽

10.1134/s0005117907110033 ◽

2007 ◽

Vol 68 (11) ◽

pp. 1917-1930 ◽

Author(s):

A. V. Borisov

Keyword(s):

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

A Posteriori ◽

Posteriori Estimation

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Maximum a posteriori estimation through simulated annealing for binary asteroid orbit determination

Monthly Notices of the Royal Astronomical Society ◽

10.1093/mnras/stx1899 ◽

2017 ◽

Vol 471 (4) ◽

pp. 4637-4647 ◽

Author(s):

Irina D. Kovalenko ◽

Radu S. Stoica ◽

Nikolay V. Emelyanov

Keyword(s):

Simulated Annealing ◽

Orbit Determination ◽

Maximum A Posteriori ◽

A Posteriori ◽

Binary Asteroid ◽

Maximum A Posteriori Estimation ◽

Posteriori Estimation ◽

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Blind Super-Resolution Image Reconstruction using a Maximum a Posteriori Estimation

2006 International Conference on Image Processing ◽

10.1109/icip.2006.312715 ◽

2006 ◽

Author(s):

Yu He ◽

Kim-hui Yap ◽

Li Chen ◽

Lap-pui Chau

Keyword(s):

Image Reconstruction ◽

Super Resolution ◽

Maximum A Posteriori ◽

A Posteriori ◽

Resolution Image ◽

Maximum A Posteriori Estimation ◽

Posteriori Estimation

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