Variational Bayesian multinomial logistic Gaussian process classification

Multimedia Tools and Applications ◽

10.1007/s11042-017-5210-z ◽

2017 ◽

Vol 77 (14) ◽

pp. 18563-18582 ◽

Author(s):

Wanhyun Cho ◽

Inseop Na ◽

Sangkyoon Kim ◽

Soonyoung Park

Keyword(s):

Gaussian Process ◽

Variational Bayesian ◽

Process Classification

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Variational Bayesian Inference for Multinomial Dirichlet Gaussian Process Classification Model

Advances in Computer Science and Ubiquitous Computing - Lecture Notes in Electrical Engineering ◽

10.1007/978-981-10-0281-6_117 ◽

2015 ◽

pp. 835-842

Author(s):

Wanhyun Cho ◽

Soonja Kang ◽

Sangkyoon Kim ◽

Soonyoung Park

Keyword(s):

Bayesian Inference ◽

Gaussian Process ◽

Classification Model ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Process Classification

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New Inference for a Multiclass Gaussian Process Classification Model using a Variational Bayesian EM Algorithm and Laplace Approximation

IEIE Transactions on Smart Processing and Computing ◽

10.5573/ieiespc.2015.4.4.202 ◽

2015 ◽

Vol 4 (4) ◽

pp. 202-208

Author(s):

Wanhyun Cho ◽

Sangkyoon Kim ◽

Soonyoung Park

Keyword(s):

Em Algorithm ◽

Gaussian Process ◽

Laplace Approximation ◽

Classification Model ◽

Variational Bayesian ◽

Process Classification

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Human Action Recognition Using Variational Bayesian Logistic Gaussian Process Classification Model

Advanced Science Letters ◽

10.1166/asl.2017.10401 ◽

2017 ◽

Vol 23 (10) ◽

pp. 10123-10127

Author(s):

Wanhyun Cho ◽

Soonja Kang ◽

Sangkyoon Kim ◽

Soonyoung Park

Keyword(s):

Gaussian Process ◽

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Classification Model ◽

Variational Bayesian ◽

Process Classification

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Scalable Gaussian Process Classification With Additive Noise for Non-Gaussian Likelihoods

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.3043355 ◽

2021 ◽

pp. 1-13

Author(s):

Haitao Liu ◽

Yew-Soon Ong ◽

Ziwei Yu ◽

Jianfei Cai ◽

Xiaobo Shen

Keyword(s):

Gaussian Process ◽

Additive Noise ◽

Non Gaussian ◽

Process Classification

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Probabilistic model updating via variational Bayesian inference and adaptive Gaussian process modeling

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.113915 ◽

2021 ◽

Vol 383 ◽

pp. 113915

Author(s):

Pinghe Ni ◽

Jun Li ◽

Hong Hao ◽

Qiang Han ◽

Xiuli Du

Keyword(s):

Bayesian Inference ◽

Gaussian Process ◽

Process Modeling ◽

Probabilistic Model ◽

Model Updating ◽

Variational Bayesian ◽

Variational Bayesian Inference ◽

Gaussian Process Modeling

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Action recognition via multi-feature fusion and Gaussian process classification

2009 Workshop on Applications of Computer Vision (WACV) ◽

10.1109/wacv.2009.5403113 ◽

2009 ◽

Author(s):

Liang Wang ◽

Hang Zhou ◽

Sui-Chien Low ◽

Christopher Leckie

Keyword(s):

Gaussian Process ◽

Action Recognition ◽

Feature Fusion ◽

Process Classification

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Classification of Neurodegenerative Diseases Using Gaussian Process Classification with Automatic Feature Determination

2010 First Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging ◽

10.1109/wbd.2010.11 ◽

2010 ◽

Author(s):

Carlton Chu ◽

Peter Bandettini ◽

John Ashburner ◽

Andre Marquand ◽

Stefan Kloeppel

Keyword(s):

Neurodegenerative Diseases ◽

Gaussian Process ◽

Process Classification

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Gaussian process classification: singly versus doubly stochastic models, and new computational schemes

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-011-0498-0 ◽

2011 ◽

Vol 25 (7) ◽

pp. 865-879

Author(s):

Jens Röder ◽

Raimon Tolosana-Delgado ◽

Fred A. Hamprecht

Keyword(s):

Gaussian Process ◽

Stochastic Models ◽

Computational Schemes ◽

Doubly Stochastic ◽

Process Classification

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Coastline Extraction on Remote Sensing Image Using Gaussian Process Classification

Proceedings of the 2015 International Conference on Electromechanical Control Technology and Transportation ◽

10.2991/icectt-15.2015.74 ◽

2015 ◽

Author(s):

Xiaochuan Hu ◽

Zihua Qin ◽

Jinhuan Wang ◽

Guoshao Su

Keyword(s):

Remote Sensing ◽

Gaussian Process ◽

Remote Sensing Image ◽

Process Classification

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Fuzzy Gaussian Process Classification Model

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-642-02611-9_37 ◽

2009 ◽

pp. 369-376 ◽

Author(s):

Eman Ahmed ◽

Neamat El Gayar ◽

Amir F. Atiya ◽

Iman A. El Azab

Keyword(s):

Gaussian Process ◽

Classification Model ◽

Process Classification

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