Back to Results
First PageMeta Content
Expectation–maximization algorithm / Variational Bayesian methods / Topic model / Algorithm / Gibbs sampling / Natural language processing / Dirichlet process / Mathematical optimization / Dynamic topic model / Statistics / Statistical natural language processing / Latent Dirichlet allocation


Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation James Foulds Levi Boyles
Add to Reading List

Document Date: 2013-06-25 05:58:01

Open Document

File Size: 317,05 KB

Share Result on Facebook

City

Corvallis / New York / Cambridge / Chicago / /

Company

the New York Times / online LDA / AUAI Press / Neural Information Processing Systems / Amazon / Google / stochastic LDA / Hoffman / SIAM Journal / Yahoo! / Microsoft / /

Country

Jordan / United States / United Kingdom / /

Currency

USD / /

/

Event

Product Recall / Product Issues / /

Facility

Statistics University of California / Computer Science University of California / Irvine Informatics Institute University / /

IndustryTerm

real-time topic modeling / batch inference algorithms / variational solution / batch algorithms / On-line expectation / final solution / algorithm feature space vectors learning function network / variational algorithms / above algorithm / interactive software tools / http /

Organization

office of Naval Research / National Science Foundation / American Statistical Association / Computer Science University / National Academy of Sciences / University of California / Irvine / Royal Statistical Society / VLDB Endowment / University of Amsterdam / /

Person

Max Welling / John Langford / S. Karpinski / V / Arthur Asuncion / Jonathan Chang / James Foulds Levi Boyles Christopher / /

Position

president / pitcher / author / Text analysis General / general framework / /

Product

households / CVB0 / Stochastic CVB0 / /

ProgrammingLanguage

VB / /

ProvinceOrState

Illinois / Oregon / New York / /

PublishedMedium

Journal of the Royal Statistical Society / Machine Learning / New York Times / Proceedings of the National Academy of Sciences / the New York Times / Journal of Machine Learning Research / The Journal of Machine Learning Research / Journal of the American Statistical Association / /

Technology

incremental EM algorithm / variational inference algorithm / Each algorithm / above algorithm / inference algorithms / SCVB0 algorithm / SA algorithm / batch inference algorithms / CVB0 algorithm / machine learning / EM algorithm / batch algorithms / approximate parallel algorithm / Natural Language Processing / proposed SCVB0 algorithm / variational Bayesian inference algorithms / batch VB algorithm / proposed algorithm / variational inference algorithms / artificial intelligence / MAP estimation algorithm / variational Bayes algorithm / collapsed variational algorithms / maximization algorithm / collapsed variational Bayesian inference algorithm / Data Mining / related algorithm / classical VB algorithm / incremental algorithm / notation Algorithm / /

URL

http /

SocialTag