The Variational Bayes Method in Signal Processing

Variational Bayes' Method for Functions with Applications to Some Inverse Problems

SIAM Journal on Scientific Computing ◽

10.1137/19m130409x ◽

2021 ◽

Vol 43 (1) ◽

pp. A355-A383

Author(s):

Junxiong Jia ◽

Qian Zhao ◽

Zongben Xu ◽

Deyu Meng ◽

Yee Leung

Keyword(s):

Inverse Problems ◽

Variational Bayes ◽

Bayes Method

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System identification based on variational Bayes method and the invariance under coordinate transformations

IEEE Conference on Decision and Control and European Control Conference ◽

10.1109/cdc.2011.6160563 ◽

2011 ◽

Cited By ~ 5

Author(s):

Kenji Fujimoto ◽

Akinori Satoh ◽

Shuichi Fukunaga

Keyword(s):

System Identification ◽

Variational Bayes ◽

Coordinate Transformations ◽

Bayes Method

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Multi-Decoder RNN Autoencoder Based on Variational Bayes Method

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206686 ◽

2020 ◽

Author(s):

Daisuke Kaji ◽

Kazuho Watanabe ◽

Masahiro Kobayashi

Keyword(s):

Variational Bayes ◽

Bayes Method

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Off-line Distributional Approximations and the Variational Bayes Method

Signals and Communication Technology - The Variational Bayes Method in Signal Processing ◽

10.1007/3-540-28820-1_3 ◽

2006 ◽

pp. 25-56

Keyword(s):

Variational Bayes ◽

Bayes Method ◽

Distributional Approximations

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Deterministic annealing variant of variational Bayes method

Journal of Physics Conference Series ◽

10.1088/1742-6596/95/1/012015 ◽

2008 ◽

Vol 95 ◽

pp. 012015 ◽

Cited By ~ 14

Author(s):

K Katahira ◽

K Watanabe ◽

M Okada

Keyword(s):

Variational Bayes ◽

Deterministic Annealing ◽

Bayes Method

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System Identification for State-space Models Based on the Variational Bayes Method

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr.48.102 ◽

2012 ◽

Vol 48 (2) ◽

pp. 102-108

Author(s):

Kenji FUJIMOTO ◽

Akinori SATOH ◽

Shuichi FUKUNAGA

Keyword(s):

System Identification ◽

State Space ◽

Variational Bayes ◽

State Space Models ◽

Bayes Method

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Variational Bayes method for Mixture of Principal Component Analyzers

Systems and Computers in Japan ◽

10.1002/scj.10394 ◽

2003 ◽

Vol 34 (11) ◽

pp. 55-66 ◽

Cited By ~ 1

Author(s):

Shigeyuki Oba ◽

Masa-aki Sato ◽

Shin Ishii

Keyword(s):

Principal Component ◽

Variational Bayes ◽

Bayes Method

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Climate regime shift detection with a trans‐dimensional, sequential Monte Carlo, variational Bayes method

Australian & New Zealand Journal of Statistics ◽

10.1111/anzs.12265 ◽

2019 ◽

Vol 61 (2) ◽

pp. 175-188 ◽

Cited By ~ 1

Author(s):

Clare A. McGrory ◽

Daniel C. Ahfock ◽

Ricardo T. Lemos

Keyword(s):

Monte Carlo ◽

Regime Shift ◽

Sequential Monte Carlo ◽

Variational Bayes ◽

Climate Regime ◽

Bayes Method ◽

Climate Regime Shift ◽

Shift Detection

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System Identification Based on Online Variational Bayes Method and Its Application to Reinforcement Learning

Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 - Lecture Notes in Computer Science ◽

10.1007/3-540-44989-2_16 ◽

2003 ◽

pp. 123-131 ◽

Cited By ~ 4

Author(s):

Junichiro Yoshimoto ◽

Shin Ishii ◽

Masa-aki Sato

Keyword(s):

Reinforcement Learning ◽

System Identification ◽

Variational Bayes ◽

Bayes Method

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A Variational Bayes Method for Handwritten Text Line Segmentation

2009 10th International Conference on Document Analysis and Recognition ◽

10.1109/icdar.2009.98 ◽

2009 ◽

Cited By ~ 11

Author(s):

Fei Yin ◽

Cheng-lin Liu

Keyword(s):

Variational Bayes ◽

Text Line ◽

Bayes Method ◽

Handwritten Text ◽

Text Line Segmentation ◽

Line Segmentation

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