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

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=== Readings ===
 
=== Readings ===
  
* [http://jmlr.csail.mit.edu/papers/volume10/newman09a/newman09a.pdf Distributed Algorithms for Topic Models], Newman et al, JMLR 2009.
 
* [http://www.ics.uci.edu/~newman/pubs/fastlda.pdf Fast Collapsed Gibbs Sampling for LDA], Porteous et al, ...
 
 
* [http://people.cs.umass.edu/~mimno/papers/fast-topic-model.pdf Efficient Methods for Topic Model Inference on Streaming Document Collections], Yao, Mimno, McCallum KDD 2009.
 
* [http://people.cs.umass.edu/~mimno/papers/fast-topic-model.pdf Efficient Methods for Topic Model Inference on Streaming Document Collections], Yao, Mimno, McCallum KDD 2009.
 +
* Agarwal, Alekh, et al. "A reliable effective terascale linear learning system." arXiv preprint arXiv:1110.4198 (2011).

Revision as of 14:29, 2 April 2013

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