Class meeting for 10-605 2013 04 03

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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

  • Agarwal, Alekh, et al. "A reliable effective terascale linear learning system." arXiv preprint arXiv:1110.4198 (2011).
  • Mimno, David, Matt Hoffman, and David Blei. "Sparse stochastic inference for latent dirichlet allocation." arXiv preprint arXiv:1206.6425 (2012). Also in ICML 2012.
  • Hoffman, Matthew, David M. Blei, and Francis Bach. "Online learning for latent dirichlet allocation." Advances in Neural Information Processing Systems 23 (2010): 856-864.