Differential topic models

Changyou Chen; Wray  Buntine; Nan Ding; Lexing Xie; Lan Du

doi:10.1109/TPAMI.2014.2313127

Differential topic models

Changyou Chen, Wray Buntine, Nan Ding, Lexing Xie, Lan Du

Research output: Contribution to journal › Article › Research › peer-review

Original language	English
Pages (from-to)	230 - 242
Number of pages	13
Journal	IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume	37
Issue number	2
DOIs	https://doi.org/10.1109/TPAMI.2014.2313127
Publication status	Published - Feb 2015
Externally published	Yes

Keywords

Differential topic model
transformed Pitman-Yor process
MCMC
data augmentation

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10.1109/TPAMI.2014.2313127

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title = "Differential topic models",

keywords = "Differential topic model, transformed Pitman-Yor process, MCMC, data augmentation",

author = "Changyou Chen and Wray Buntine and Nan Ding and Lexing Xie and Lan Du",

year = "2015",

month = feb,

doi = "10.1109/TPAMI.2014.2313127",

language = "English",

volume = "37",

pages = "230 -- 242",

journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",

issn = "0162-8828",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

number = "2",

}

TY - JOUR

T1 - Differential topic models

AU - Chen, Changyou

AU - Buntine, Wray

AU - Ding, Nan

AU - Xie, Lexing

AU - Du, Lan

PY - 2015/2

Y1 - 2015/2

KW - Differential topic model

KW - transformed Pitman-Yor process

KW - MCMC

KW - data augmentation

UR - https://www.scopus.com/pages/publications/84920936716

U2 - 10.1109/TPAMI.2014.2313127

DO - 10.1109/TPAMI.2014.2313127

M3 - Article

SN - 0162-8828

VL - 37

SP - 230

EP - 242

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

IS - 2

ER -

Differential topic models

Keywords

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