Full Gibbs Sampling Procedure for Bayesian System Identification Incorporating Sparse Bayesian Learning with Automatic Relevance Determination

Yong Huang; James L. Beck

doi:10.1111/mice.12358

Full Gibbs Sampling Procedure for Bayesian System Identification Incorporating Sparse Bayesian Learning with Automatic Relevance Determination

Computer-Aided Civil and Infrastructure Engineering ◽

10.1111/mice.12358 ◽

2018 ◽

Vol 33 (9) ◽

pp. 712-730 ◽

Cited By ~ 23

Author(s):

Yong Huang ◽

James L. Beck

Keyword(s):

System Identification ◽

Gibbs Sampling ◽

Bayesian Learning ◽

Sampling Procedure ◽

Sparse Bayesian Learning ◽

Automatic Relevance Determination

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Bayesian system identification based on hierarchical sparse Bayesian learning and Gibbs sampling with application to structural damage assessment

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2017.01.030 ◽

2017 ◽

Vol 318 ◽

pp. 382-411 ◽

Cited By ~ 32

Author(s):

Yong Huang ◽

James L. Beck ◽

Hui Li

Keyword(s):

System Identification ◽

Gibbs Sampling ◽

Damage Assessment ◽

Structural Damage ◽

Bayesian Learning ◽

Sparse Bayesian Learning

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Sparse Bayesian Learning and its Application in Bayesian System Identification

Bayesian Inverse Problems ◽

10.1201/b22018-7 ◽

2021 ◽

pp. 79-111

Author(s):

Yong Huang ◽

James L. Beck

Keyword(s):

System Identification ◽

Bayesian Learning ◽

Sparse Bayesian Learning

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Fast Variational Sparse Bayesian Learning With Automatic Relevance Determination for Superimposed Signals

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2011.2168217 ◽

2011 ◽

Vol 59 (12) ◽

pp. 6257-6261 ◽

Cited By ~ 31

Author(s):

Dmitriy Shutin ◽

Thomas Buchgraber ◽

Sanjeev R. Kulkarni ◽

H. Vincent Poor

Keyword(s):

Bayesian Learning ◽

Sparse Bayesian Learning ◽

Automatic Relevance Determination ◽

Superimposed Signals

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Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2020.113545 ◽

2021 ◽

Vol 373 ◽

pp. 113545

Author(s):

Yong Huang ◽

James L. Beck ◽

Hui Li ◽

Yulong Ren

Keyword(s):

System Identification ◽

Damage Assessment ◽

Bayesian Learning ◽

Image Sequences ◽

Sparse Bayesian Learning

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Compressed Sensing via Sparse Bayesian Learning and Gibbs Sampling

10.1109/dsp.2009.4786011 ◽

2009 ◽

Cited By ~ 1

Author(s):

Xing Tan ◽

Jian Li

Keyword(s):

Compressed Sensing ◽

Gibbs Sampling ◽

Bayesian Learning ◽

Sparse Bayesian Learning

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Efficient sparse Bayesian learning via Gibbs sampling

2010 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2010.5495896 ◽

2010 ◽

Cited By ~ 6

Author(s):

Xing Tan ◽

Jian Li ◽

Peter Stoica

Keyword(s):

Gibbs Sampling ◽

Bayesian Learning ◽

Sparse Bayesian Learning

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Fast adaptive variational sparse Bayesian learning with automatic relevance determination

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946760 ◽

2011 ◽

Cited By ~ 7

Author(s):

Dmitriy Shutin ◽

Thomas Buchgraber ◽

Sanjeev R. Kulkarni ◽

H. Vincent Poor

Keyword(s):

Bayesian Learning ◽

Sparse Bayesian Learning ◽

Automatic Relevance Determination

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Blind Identification of Multichannel Systems Based on Sparse Bayesian Learning

IEICE Transactions on Communications ◽

10.1587/transcom.2016ebp3022 ◽

2016 ◽

Vol E99.B (12) ◽

pp. 2614-2622 ◽

Cited By ~ 1

Author(s):

Kai ZHANG ◽

Hongyi YU ◽

Yunpeng HU ◽

Zhixiang SHEN ◽

Siyu TAO

Keyword(s):

Bayesian Learning ◽

Blind Identification ◽

Sparse Bayesian Learning ◽

Multichannel Systems

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Using nonlinear sparse Bayesian learning model to identify the correlation between multiple clinical cognitive scores and neuroimaging measurements

2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm49941.2020.9313366 ◽

2020 ◽

Author(s):

Jie Wu ◽

Yibo Hu ◽

Biyue Fan ◽

Wei Chen ◽

Deyan Sun

Keyword(s):

Bayesian Learning ◽

Learning Model ◽

Sparse Bayesian Learning

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Sparse Bayesian learning algorithm for separable dictionaries

Digital Signal Processing ◽

10.1016/j.dsp.2021.102990 ◽

2021 ◽

Vol 111 ◽

pp. 102990

Author(s):

Andra Băltoiu ◽

Bogdan Dumitrescu

Keyword(s):

Bayesian Learning ◽

Learning Algorithm ◽

Sparse Bayesian Learning

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