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Latent Dirichlet Allocation
David M. Blei, Andrew Y. Ng, Michael I. Jordan, 2002. Advances in Neural Information Processing Systems 14.
Introduces latent Dirichlet allocation, a generative model in which each document is a mixture of topics, fitted by variational inference.
What it's used for here
Listed among the topic-model references in the inductive-methods survey.
Cited by on this site 1 record
1 methods surveys
SRCInductive methods
Cite it
Blei, D. M., Ng, A. Y., & Jordan, M. I. (2002). Latent Dirichlet Allocation. Advances in Neural Information Processing Systems 14. https://doi.org/10.7551/mitpress/1120.003.0082
@article{blei2002latent,
author = {Blei, David M. and Ng, Andrew Y. and Jordan, Michael I.},
title = {Latent Dirichlet Allocation},
journal = {Advances in Neural Information Processing Systems 14},
year = {2002},
doi = {10.7551/mitpress/1120.003.0082},
url = {https://doi.org/10.7551/mitpress/1120.003.0082}
}TY - JOUR TI - Latent Dirichlet Allocation AU - Blei, David M. AU - Ng, Andrew Y. AU - Jordan, Michael I. PY - 2002 JO - Advances in Neural Information Processing Systems 14 DO - 10.7551/mitpress/1120.003.0082 UR - https://doi.org/10.7551/mitpress/1120.003.0082 ER -
Blei, David M. et al.. “Latent Dirichlet Allocation.” Advances in Neural Information Processing Systems 14 (2002). https://doi.org/10.7551/mitpress/1120.003.0082.