Class meeting for 10-605 2013 04 17

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2013.

Slides

• Matrix factoring:
  • Powerpoint

• Online LDA:
  • Powerpoint

Papers Discussed

• Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent, Gemulla et al, KDD 2011.
• Online Learning for Latent Dirichlet Allocation, Hoffman, Blei, Bach, NIPS 2010.