latent tree models Latest Research Papers

Spectral Neighbor Joining for Reconstruction of Latent Tree Models

SIAM Journal on Mathematics of Data Science ◽

10.1137/20m1365715 ◽

2021 ◽

Vol 3 (1) ◽

pp. 113-141

Author(s):

Ariel Jaffe ◽

Noah Amsel ◽

Yariv Aizenbud ◽

Boaz Nadler ◽

Joseph T. Chang ◽

...

Keyword(s):

Neighbor Joining ◽

Latent Tree Models ◽

Tree Models

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

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

10.1007/978-3-030-29765-7_22 ◽

2019 ◽

pp. 265-276 ◽

Cited By ~ 1

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 ◽

Cited By ~ 1

Author(s):

Piotr Zwiernik

Keyword(s):

Latent Tree Models ◽

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 ◽

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 ◽

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 ◽

Cited By ~ 1

Author(s):

Xiaofei Wang

Keyword(s):

Spectral Methods ◽

Latent Tree Models ◽

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 ◽

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 ◽

Cited By ~ 1

Author(s):

Forough Arabshahi ◽

Furong Huang ◽

Animashree Anandkumar ◽

Carter T. Butts ◽

Sean M. Fitzhugh

Keyword(s):

Group Dynamics ◽

Latent Tree Models ◽

Tree Models

latent tree models
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TOTAL DOCUMENTS

H-INDEX

Spectral Neighbor Joining for Reconstruction of Latent Tree Models

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

Latent Tree Models

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

GPU-Accelerated Clique Tree Propagation for Pouch Latent Tree Models

Latent tree models for hierarchical topic detection

Spectral methods for learning discrete latent tree models

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

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

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

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latent tree modelsRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

Spectral Neighbor Joining for Reconstruction of Latent Tree Models

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

Latent Tree Models

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

GPU-Accelerated Clique Tree Propagation for Pouch Latent Tree Models

Latent tree models for hierarchical topic detection

Spectral methods for learning discrete latent tree models

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

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

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

latent tree models
Recently Published Documents