Difference between revisions of "Class meeting for 10-605 2013 LDA 2"
From Cohen Courses
Jump to navigationJump to search (→Slides) |
|||
| Line 4: | Line 4: | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/fastlda-2.pptx Scaling up LDA 2/2] | + | * [http://www.cs.cmu.edu/~wcohen/10-605/fastlda-2.pptx Scaling up LDA 2/2],[http://www.cs.cmu.edu/~wcohen/10-605/fastlda-2.pdf As PDF] |
=== Readings === | === Readings === | ||
Revision as of 13:19, 17 April 2015
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.
Slides
Readings
- Efficient Methods for Topic Model Inference on Streaming Document Collections, Yao, Mimno, McCallum KDD 2009.
- Reducing the sampling complexity of topic models, Li, Ahmed, Ravi, & Smola, KDD 2014
- LightLDA: Big Topic Models on Modest Compute Clusters, Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric P. Xing, Tie-Yan Liu, Wei-Ying Ma, 2015
