dirichlet process mixtures
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Online Variational Learning of Dirichlet Process Mixtures of Scaled Dirichlet Distributions

2020 ◽  
Vol 22 (5) ◽  
pp. 1085-1093 ◽  
Author(s):  
Narges Manouchehri ◽  
Hieu Nguyen ◽  
Pantea Koochemeshkian ◽  
Nizar Bouguila ◽  
Wentao Fan
Keyword(s):  
Dirichlet Process ◽  
Dirichlet Distributions ◽  
Dirichlet Process Mixtures ◽  
Variational Learning

scholarly journals Dirichlet process mixtures under affine transformations of the data

2020 ◽  
Author(s):  
Julyan Arbel ◽  
Riccardo Corradin ◽  
Bernardo Nipoti
Keyword(s):  
Dirichlet Process ◽  
Affine Transformations ◽  
Dirichlet Process Mixtures

scholarly journals Modeling neuroaffective biomarkers of drug addiction: A Bayesian nonparametric approach using dirichlet process mixtures

2020 ◽  
Vol 341 ◽  
pp. 108753 ◽  
Author(s):  
George Kypriotakis ◽  
Paul M. Cinciripini ◽  
Francesco Versace
Keyword(s):  
Drug Addiction ◽  
Dirichlet Process ◽  
Bayesian Nonparametric ◽  
Nonparametric Approach ◽  
Dirichlet Process Mixtures

Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures

2020 ◽  
Vol 68 ◽  
pp. 3860-3870
Author(s):  
Caoyuan Li ◽  
Hong-Bo Xie ◽  
Kerrie Mengersen ◽  
Xuhui Fan ◽  
Richard Yi Da Xu ◽  
...  
Keyword(s):  
Matrix Factorization ◽  
Dirichlet Process ◽  
Nonnegative Matrix Factorization ◽  
Nonnegative Matrix ◽  
Dirichlet Process Mixtures

Combined Belief Propagation-Mean Field Message Passing Algorithm for Dirichlet Process Mixtures

2019 ◽  
Vol 26 (7) ◽  
pp. 1041-1045
Author(s):  
Xinhua Lu ◽  
Chuanzong Zhang ◽  
Zhongyong Wang
Keyword(s):  
Dirichlet Process ◽  
Message Passing ◽  
Belief Propagation ◽  
Mean Field ◽  
Message Passing Algorithm ◽  
Dirichlet Process Mixtures

scholarly journals Sequential Dirichlet process mixtures of multivariate skew $t$-distributions for model-based clustering of flow cytometry data

2019 ◽  
Vol 13 (1) ◽  
pp. 638-660 ◽  
Author(s):  
Boris P. Hejblum ◽  
Chariff Alkhassim ◽  
Raphael Gottardo ◽  
François Caron ◽  
Rodolphe Thiébaut
Keyword(s):  
Flow Cytometry ◽  
Dirichlet Process ◽  
Model Based Clustering ◽  
Flow Cytometry Data ◽  
Model Based ◽  
Dirichlet Process Mixtures

scholarly journals Memorized Variational Continual Learning for Dirichlet Process Mixtures

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 150851-150862
Author(s):  
Yang Yang ◽  
Bo Chen ◽  
Hongwei Liu
Keyword(s):  
Dirichlet Process ◽  
Dirichlet Process Mixtures ◽  
Continual Learning
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