Difference between revisions of "Class meeting for 10-605 2013 04 01"
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This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2013|schedule]] for the course [[Machine Learning with Large Datasets 10-605 in Spring_2013]]. | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2013|schedule]] for the course [[Machine Learning with Large Datasets 10-605 in Spring_2013]]. | ||
| − | === | + | === Slides === |
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/ | + | * [http://www.cs.cmu.edu/~wcohen/10-605/2013/2013-04-01-fastlda.pptx Powerpoint] |
=== Readings === | === Readings === | ||
| − | * [http://www.cs. | + | * [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. | ||
Latest revision as of 17:18, 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
- 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.
