Difference between revisions of "Class meeting for 10-605 2013 04 03"

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* [http://www.cs.cmu.edu/~wcohen/10-605/2013-04-03-fastlda.pptx Powerpoint]
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* [http://www.cs.cmu.edu/~wcohen/10-605/2013/2013-04-03-fastlda.pptx Powerpoint]
* [http://www.cs.cmu.edu/~wcohen/10-605/2013-04-03-fastlda.pdf PDF]
 
  
 
=== Readings ===
 
=== Readings ===

Latest revision as of 17:19, 8 January 2014

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2013.

Slides

Readings

  • Agarwal, Alekh, et al. "A reliable effective terascale linear learning system." arXiv preprint arXiv:1110.4198 (2011).
  • Mimno, David, Matt Hoffman, and David Blei. "Sparse stochastic inference for latent dirichlet allocation." arXiv preprint arXiv:1206.6425 (2012). Also in ICML 2012.
  • Hoffman, Matthew, David M. Blei, and Francis Bach. "Online learning for latent dirichlet allocation." Advances in Neural Information Processing Systems 23 (2010): 856-864.