Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis

Jian Tang, Zhaoshi Meng, XuanLong Nguyen, Qiaozhu Mei, Ming Zhang. Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis. In Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014. Volume 32 of JMLR Proceedings, pages 190-198, JMLR.org, 2014. [doi]

@inproceedings{TangMNMZ14,
  title = {Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis},
  author = {Jian Tang and Zhaoshi Meng and XuanLong Nguyen and Qiaozhu Mei and Ming Zhang},
  year = {2014},
  url = {http://jmlr.org/proceedings/papers/v32/tang14.html},
  researchr = {https://researchr.org/publication/TangMNMZ14},
  cites = {0},
  citedby = {0},
  pages = {190-198},
  booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014},
  volume = {32},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}