Difference between revisions of "Class meeting for 10-605 LDA"
From Cohen Courses
Jump to navigationJump to search (Created page with "This is one of the class meetings on the schedule for the course Machine Learning with Large Data...") |
(→Slides) |
||
| Line 4: | Line 4: | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/topic-models-intro. | + | * [http://www.cs.cmu.edu/~wcohen/10-605/topic-models-intro.ppt LDA and Block Models] |
* [http://www.cs.cmu.edu/~wcohen/10-605/fastlda.pptx Scaling up LDA] | * [http://www.cs.cmu.edu/~wcohen/10-605/fastlda.pptx Scaling up LDA] | ||
Revision as of 14:47, 31 March 2014
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2014.
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.
