Class meeting for 10-605 LDA

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This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2014.

Slides

  • LDA and Block Models
  • Scaling up LDA - 1/2

Readings

  • Distributed Algorithms for Topic Models, Newman et al, JMLR 2009.
  • Fast Collapsed Gibbs Sampling for LDA, Porteous et al, ...
  • Efficient Methods for Topic Model Inference on Streaming Document Collections, Yao, Mimno, McCallum KDD 2009.
Retrieved from "http://curtis.ml.cmu.edu/w/courses/index.php?title=Class_meeting_for_10-605_LDA&oldid=16658"

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