Kernelized Sparse Bayesian Matrix Factorization

Caoyuan Li; Hong-Bo Xie; Xuhui Fan; Richard Yi Da Xu; Sabine Van Huffel; Kerrie Mengersen

doi:10.1109/TNNLS.2020.2978761

Kernelized Sparse Bayesian Matrix Factorization

Caoyuan Li
, Hong-Bo Xie^*
, Xuhui Fan
, Richard Yi Da Xu
, Sabine Van Huffel
, Kerrie Mengersen^*

^*Corresponding author for this work

Research output: Contribution to journal › Journal article › peer-review

16 Citations (Scopus)

Original language	English
Pages (from-to)	391 - 404
Journal	IEEE Transactions on Neural Networks and Learning Systems
Volume	32
Issue number	1
DOIs	https://doi.org/10.1109/TNNLS.2020.2978761
Publication status	Published - 23 Mar 2020

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This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 16 Peace, Justice and Strong Institutions

User-Defined Keywords

Sparse matrices
Bayes methods
Matrix decomposition
Covariance matrices
Data models
Kernel
Computational modeling

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10.1109/TNNLS.2020.2978761

Cite this

@article{0defb02474da4e18b55cb11c7572e591,

title = "Kernelized Sparse Bayesian Matrix Factorization",

keywords = "Sparse matrices, Bayes methods, Matrix decomposition, Covariance matrices, Data models, Kernel, Computational modeling",

author = "Caoyuan Li and Hong-Bo Xie and Xuhui Fan and Xu, \{Richard Yi Da\} and Huffel, \{Sabine Van\} and Kerrie Mengersen",

year = "2020",

month = mar,

day = "23",

doi = "10.1109/TNNLS.2020.2978761",

language = "English",

volume = "32",

pages = "391 -- 404",

journal = "IEEE Transactions on Neural Networks and Learning Systems",

issn = "2162-237X",

publisher = "IEEE Computational Intelligence Society",

number = "1",

}

TY - JOUR

T1 - Kernelized Sparse Bayesian Matrix Factorization

AU - Li, Caoyuan

AU - Xie, Hong-Bo

AU - Fan, Xuhui

AU - Xu, Richard Yi Da

AU - Huffel, Sabine Van

AU - Mengersen, Kerrie

PY - 2020/3/23

Y1 - 2020/3/23

KW - Sparse matrices

KW - Bayes methods

KW - Matrix decomposition

KW - Covariance matrices

KW - Data models

KW - Kernel

KW - Computational modeling

UR - https://doi.org/10.1109/TNNLS.2020.2978761

U2 - 10.1109/TNNLS.2020.2978761

DO - 10.1109/TNNLS.2020.2978761

M3 - Journal article

SN - 2162-237X

VL - 32

SP - 391

EP - 404

JO - IEEE Transactions on Neural Networks and Learning Systems

JF - IEEE Transactions on Neural Networks and Learning Systems

IS - 1

ER -

Kernelized Sparse Bayesian Matrix Factorization

UN SDGs

User-Defined Keywords

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