Reducing the Sampling Complexity of Topic Models
Li, Aaron Q. and Ahmed, Amr and Ravi, Sujith and Smola, Alexander J.

fastlda-kdd2014.pdf 1.32MB
Type: Paper
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Bibtex:
@inproceedings{Li:2014:RSC:2623330.2623756,
 author = {Li, Aaron Q. and Ahmed, Amr and Ravi, Sujith and Smola, Alexander J.},
 title = {Reducing the Sampling Complexity of Topic Models},
 booktitle = {Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '14},
 year = {2014},
 isbn = {978-1-4503-2956-9},
 location = {New York, New York, USA},
 pages = {891--900},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/2623330.2623756},
 doi = {10.1145/2623330.2623756},
 acmid = {2623756},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {alias method, sampling, scalability, topic models},
} 

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