Class meeting for 10-605 LDA

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

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.