Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3072209 ◽

2021 ◽

pp. 1-14

Author(s):

Zhanyu Ma ◽

Yuping Lai ◽

Jiyang Xie ◽

Deyu Meng ◽

W. Bastiaan Kleijn ◽

...

Keyword(s):

Dirichlet Process ◽

Variational Inference ◽

Dirichlet Process Mixture ◽

Vector Data ◽

Positive Vector ◽

Dirichlet Distributions ◽

Inverted Dirichlet

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Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2844399 ◽

2019 ◽

Vol 30 (2) ◽

pp. 449-463 ◽

Author(s):

Zhanyu Ma ◽

Yuping Lai ◽

W. Bastiaan Kleijn ◽

Yi-Zhe Song ◽

Liang Wang ◽

...

Keyword(s):

Dirichlet Process ◽

Bayesian Learning ◽

Feature Modeling ◽

Image Feature ◽

Dirichlet Process Mixture ◽

Variational Bayesian ◽

Gaussian Image ◽

Dirichlet Distributions ◽

Non Gaussian ◽

Inverted Dirichlet

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Variational Inference of Dirichlet Process Mixture using Stochastic Gradient Ascent

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods ◽

10.5220/0008944300330042 ◽

2020 ◽

Author(s):

Kart-Leong Lim

Keyword(s):

Dirichlet Process ◽

Variational Inference ◽

Stochastic Gradient ◽

Dirichlet Process Mixture ◽

Gradient Ascent ◽

Stochastic Gradient Ascent

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Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions Via Variational Inference

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2013.2268461 ◽

2013 ◽

Vol 24 (11) ◽

pp. 1850-1862 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Online Learning ◽

Dirichlet Process ◽

Variational Inference ◽

Dirichlet Process Mixture

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A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2015.03.018 ◽

2015 ◽

Vol 43 ◽

pp. 48-65 ◽

Author(s):

Wentao Fan ◽

Hassen Sallay ◽

Nizar Bouguila ◽

Sami Bourouis

Keyword(s):

Feature Selection ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Hierarchical Dirichlet Process ◽

Dirichlet Distributions ◽

Generalized Dirichlet

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A Dirichlet Process Mixture of Generalized Dirichlet Distributions for Proportional Data Modeling

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2009.2034851 ◽

2010 ◽

Vol 21 (1) ◽

pp. 107-122 ◽

Author(s):

N. Bouguila ◽

D. Ziou

Keyword(s):

Dirichlet Process ◽

Data Modeling ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions ◽

Proportional Data ◽

Generalized Dirichlet

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Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34487-9_4 ◽

2012 ◽

pp. 25-33 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Feature Selection ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions ◽

Generalized Dirichlet

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Dirichlet Process Mixture Model Based Nonparametric Bayesian Modeling and Variational Inference

2019 Chinese Automation Congress (CAC) ◽

10.1109/cac48633.2019.8996889 ◽

2019 ◽

Author(s):

Zhengshun Fei ◽

Kangling Liu ◽

Bingqiang Huang ◽

Yongping Zheng ◽

Xinjian Xiang

Keyword(s):

Mixture Model ◽

Bayesian Modeling ◽

Dirichlet Process ◽

Variational Inference ◽

Dirichlet Process Mixture ◽

Nonparametric Bayesian ◽

Dirichlet Process Mixture Model ◽

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Dirichlet process mixture models for clustering i-vector data

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7953202 ◽

2017 ◽

Author(s):

Shreyas Seshadri ◽

Ulpu Remes ◽

Okko Rasanen

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Vector Data ◽

Dirichlet Process Mixture Models

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A Dirichlet process mixture of dirichlet distributions for classification and prediction

2008 IEEE Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2008.4685496 ◽

2008 ◽

Author(s):

Nizar Bouguila ◽

Djemel Ziou

Keyword(s):

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions

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Online Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its Application

2012 11th International Conference on Machine Learning and Applications ◽

10.1109/icmla.2012.67 ◽

2012 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila

Keyword(s):

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Distributions ◽

Variational Learning

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