Concentration Bounds for Unigrams Language Model

Evgeny Drukh, Yishay Mansour. Concentration Bounds for Unigrams Language Model. In John Shawe-Taylor, Yoram Singer, editors, Learning Theory, 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings. Volume 3120 of Lecture Notes in Computer Science, pages 170-185, Springer, 2004. [doi]

@inproceedings{DrukhM04,
  title = {Concentration Bounds for Unigrams Language Model},
  author = {Evgeny Drukh and Yishay Mansour},
  year = {2004},
  url = {http://springerlink.metapress.com/openurl.asp?genre=article&issn=0302-9743&volume=3120&spage=170},
  tags = {modeling language, modeling, language modeling},
  researchr = {https://researchr.org/publication/DrukhM04},
  cites = {0},
  citedby = {0},
  pages = {170-185},
  booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings},
  editor = {John Shawe-Taylor and Yoram Singer},
  volume = {3120},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {3-540-22282-0},
}