Fast Moment Estimation for Generalized Latent Dirichlet Models

DOI10.1080/01621459.2017.1341839zbMath1409.62119arXiv1603.05324OpenAlexW2963276208MaRDI QIDQ3121177

Shiwen Zhao, Sayan Mukherjee, Barbara E. Engelhardt, David B. Dunson

Publication date: 20 March 2019

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1603.05324

zbMATH Keywords

generalized method of momentslatent variableslatent Dirichlet allocationtensor factorizationmixed membership modelmixed scale data

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Estimation in multivariate analysis (62H12) Robustness and adaptive procedures (parametric inference) (62F35)

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Uses Software

• UCI-ml
• topicmodels
• bfa
• STRUCTURE
• FastMotif

Cites Work

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