Learning Multi-faceted Activities from Heterogeneous Data with the Product Space Hierarchical Dirichlet Processes

Lecture Notes in Computer Science - Trends and Applications in Knowledge Discovery and Data Mining ◽

10.1007/978-3-319-42996-0_11 ◽

2016 ◽

pp. 128-140

Author(s):

Thanh-Binh Nguyen ◽

Vu Nguyen ◽

Svetha Venkatesh ◽

Dinh Phung

Keyword(s):

Product Space ◽

Heterogeneous Data ◽

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Hierarchical Dirichlet Processes and Their Applications: A Survey

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2011.00389 ◽

2011 ◽

Vol 37 (4) ◽

pp. 389-407 ◽

Author(s):

Jian-Ying ZHOU ◽

Fei-Yue WANG ◽

Da-Jun ZENG

Keyword(s):

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Supervised Hierarchical Dirichlet Processes with Variational Inference

2014 5th International Conference on Information and Communication Systems (ICICS) ◽

10.1109/iccvw.2013.41 ◽

2013 ◽

Author(s):

Cheng Zhang ◽

Carl Henrik Ek ◽

Xavi Gratal ◽

Florian T. Pokorny ◽

Hedvig Kjellstrom

Keyword(s):

Variational Inference ◽

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Cooperative hierarchical Dirichlet processes: Superposition vs. maximization

Artificial Intelligence ◽

10.1016/j.artint.2018.10.005 ◽

2019 ◽

Vol 271 ◽

pp. 43-73 ◽

Author(s):

Junyu Xuan ◽

Jie Lu ◽

Guangquan Zhang

Keyword(s):

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Using hierarchical dirichlet processes to regulate weight parameters of Restricted Boltzmann Machines

2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI) ◽

10.1109/mfi.2014.6997741 ◽

2014 ◽

Author(s):

Wenbing Huang ◽

Fuchun Sun

Keyword(s):

Dirichlet Processes ◽

Restricted Boltzmann Machines ◽

Boltzmann Machines ◽

Hierarchical Dirichlet Processes

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Extraction of latent patterns and contexts from social honest signals using hierarchical Dirichlet processes

2013 IEEE International Conference on Pervasive Computing and Communications (PerCom) ◽

10.1109/percom.2013.6526713 ◽

2013 ◽

Author(s):

Thuong Nguyen ◽

Dinh Phung ◽

S. Gupta ◽

S. Venkatesh

Keyword(s):

Dirichlet Processes ◽

Honest Signals ◽

Hierarchical Dirichlet Processes

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Modeling Population Structure Under Hierarchical Dirichlet Processes

Bayesian Analysis ◽

10.1214/17-ba1093 ◽

2019 ◽

Vol 14 (2) ◽

pp. 313-339

Author(s):

Lloyd T. Elliott ◽

Maria De Iorio ◽

Stefano Favaro ◽

Kaustubh Adhikari ◽

Yee Whye Teh

Keyword(s):

Population Structure ◽

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Hierarchical Dirichlet Processes with Social Influence

Natural Language Processing and Chinese Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-73618-1_41 ◽

2018 ◽

pp. 490-502

Author(s):

Jin Qian ◽

Yeyun Gong ◽

Qi Zhang ◽

Xuanjing Huang

Keyword(s):

Social Influence ◽

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes

Machine Learning ◽

10.1007/s10994-018-5718-0 ◽

2018 ◽

Vol 107 (8-10) ◽

pp. 1303-1331 ◽

Author(s):

François Petitjean ◽

Wray Buntine ◽

Geoffrey I. Webb ◽

Nayyar Zaidi

Keyword(s):

Parameter Estimation ◽

Bayesian Network ◽

Dirichlet Processes ◽

Bayesian Network Classifiers ◽

Hierarchical Dirichlet Processes

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Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-319-59876-5_44 ◽

2017 ◽

pp. 399-407 ◽

Author(s):

Ali Al-Raziqi ◽

Joachim Denzler

Keyword(s):

Group Activity ◽

Activity Detection ◽

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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Analyzing User Trajectories from Mobile Device Data with Hierarchical Dirichlet Processes

Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-06483-3_10 ◽

2014 ◽

pp. 107-118

Author(s):

Negar Ghourchian ◽

Doina Precup

Keyword(s):

Mobile Device ◽

Dirichlet Processes ◽

Hierarchical Dirichlet Processes

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