latent tree models Recently Published Documents

Lecture Notes in Computer Science - Symbolic and Quantitative Approaches to Reasoning with Uncertainty ◽

A Novel Document Generation Process for Topic Detection Based on Hierarchical Latent Tree Models

10.1007/978-3-030-29765-7_22 ◽

2019 ◽

pp. 265-276 ◽

Author(s):

Peixian Chen ◽

Zhourong Chen ◽

Nevin L. Zhang

Keyword(s):

Topic Detection ◽

Generation Process ◽

Latent Tree Models ◽

Tree Models ◽

Document Generation

Latent Tree Models

Handbook of Graphical Models ◽

10.1201/9780429463976-11 ◽

2018 ◽

pp. 265-288 ◽

Author(s):

Piotr Zwiernik

Keyword(s):

Latent Tree Models ◽

UC-LTM: Unidimensional clustering using latent tree models for discrete data

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2017.10.020 ◽

2018 ◽

Vol 92 ◽

pp. 392-409

Author(s):

Leonard K.M. Poon ◽

April H. Liu ◽

Nevin L. Zhang

Keyword(s):

Discrete Data ◽

Latent Tree Models ◽

GPU-Accelerated Clique Tree Propagation for Pouch Latent Tree Models

Lecture Notes in Computer Science - Network and Parallel Computing ◽

10.1007/978-3-030-05677-3_8 ◽

2018 ◽

pp. 90-102

Author(s):

Leonard K. M. Poon

Keyword(s):

Latent Tree Models ◽

Tree Models ◽

Clique Tree

Latent tree models for hierarchical topic detection

Artificial Intelligence ◽

10.1016/j.artint.2017.06.004 ◽

2017 ◽

Vol 250 ◽

pp. 105-124 ◽

Cited By ~ 16

Author(s):

Peixian Chen ◽

Nevin L. Zhang ◽

Tengfei Liu ◽

Leonard K.M. Poon ◽

Zhourong Chen ◽

...

Keyword(s):

Topic Detection ◽

Latent Tree Models ◽

Spectral methods for learning discrete latent tree models

Statistics and Its Interface ◽

10.4310/sii.2017.v10.n4.a11 ◽

2017 ◽

Vol 10 (4) ◽

pp. 677-698 ◽

Author(s):

Xiaofei Wang

Keyword(s):

Spectral Methods ◽

Latent Tree Models ◽

The correlation space of Gaussian latent tree models and model selection without fitting

Biometrika ◽

10.1093/biomet/asw032 ◽

2016 ◽

Vol 103 (3) ◽

pp. 531-545 ◽

Cited By ~ 4

Author(s):

N. Shiers ◽

P. Zwiernik ◽

J. A. D. Aston ◽

J. Q. Smith

Keyword(s):

Model Selection ◽

Latent Tree Models ◽

Tree Models ◽

Correlation Space

Vistopic: a visual analytic system to explore document collections using hierarchical latent tree models

10.14711/thesis-b1584781 ◽

2016 ◽

Author(s):

Yi Yang

Keyword(s):

Document Collections ◽

Latent Tree Models ◽

Are You Going to the Party: Depends, Who Else is Coming?: [Learning Hidden Group Dynamics via Conditional Latent Tree Models]

2015 IEEE International Conference on Data Mining ◽

10.1109/icdm.2015.146 ◽

2015 ◽

Author(s):

Forough Arabshahi ◽

Furong Huang ◽

Animashree Anandkumar ◽

Carter T. Butts ◽

Sean M. Fitzhugh

Keyword(s):

Group Dynamics ◽

Latent Tree Models ◽