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

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

Fuzzy Gaussian Process Classification Model

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

Variational Bayesian multinomial logistic Gaussian process classification

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

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

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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