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Latent Dirichlet allocation / Topic model / Cluster analysis / Machine learning / Natural language processing / Mixture model / Dirichlet distribution / Statistical inference / Statistical hypothesis testing / Statistics / Statistical natural language processing / Psychometrics


Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis Jian Tang1 TANGJIAN @ NET. PKU . EDU . CN Zhaoshi Meng2
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Document Date: 2014-02-16 19:30:21


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City

New York / Beijing / /

Company

the New York Times / Neural Information Processing Systems / Andrew / Ge / Twitter / Mei / Rethinking LDA / Donnelly / Stephens / /

Country

Jordan / United States / China / /

Event

Product Issues / Product Recall / /

Facility

Peking University / University of Michigan / University of Michigan Abstract Topic / /

IndustryTerm

inference algorithm / matrix factorization algorithms / inference algorithms / mining / media using topic models / data mining tasks / web-based articles / /

Organization

Department of EECS / University of Michigan Abstract Topic / National Science Foundation / Doctoral Fund / Department of Statistics / University of Michigan / School of Information / U.S. Securities and Exchange Commission / School of EECS / senate / Peking University / National Natural Science Foundation of China / deD / Ministry of Education / /

Person

David M. Collaborative / Daniel A. Topic / Michael I. Latent Dirichlet / Brian D. Empirical / Edwin V / David M. Relative / /

/

Position

model for political texts /

Product

error / /

ProgrammingLanguage

K / D / /

ProvinceOrState

New York / Michigan / /

PublishedMedium

Machine Learning / New York Times / the New York Times / /

Technology

inference algorithms / two inference algorithms / API / inference algorithm / machine learning / knowledge management / data mining / simulation / genotype / matrix factorization algorithms / /

URL

http /

SocialTag