Differential topic models

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

Research output: Contribution to journalArticleResearchpeer-review

Original languageEnglish
Pages (from-to)230 - 242
Number of pages13
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume37
Issue number2
DOIs
Publication statusPublished - Feb 2015
Externally publishedYes

Keywords

  • Differential topic model
  • transformed Pitman-Yor process
  • MCMC
  • data augmentation

Cite this

Chen, Changyou ; Buntine, Wray ; Ding, Nan ; Xie, Lexing ; Du, Lan. / Differential topic models. In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015 ; Vol. 37, No. 2. pp. 230 - 242.
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Differential topic models. / Chen, Changyou; Buntine, Wray ; Ding, Nan; Xie, Lexing; Du, Lan.

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, No. 2, 02.2015, p. 230 - 242.

Research output: Contribution to journalArticleResearchpeer-review

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

U2 - 10.1109/TPAMI.2014.2313127

DO - 10.1109/TPAMI.2014.2313127

M3 - Article

VL - 37

SP - 230

EP - 242

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

SN - 0162-8828

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