Difference between revisions of "Class meeting for 10-605 2012 04 14"
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=== Papers Discussed === | === Papers Discussed === | ||
| − | * Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent, Gemulla et al, KDD 2011. | + | * [http://www.mpi-inf.mpg.de/~rgemulla/publications/gemulla11dsgd.pdf Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent], Gemulla et al, KDD 2011. |
* [http://www.cs.princeton.edu/~blei/papers/HoffmanBleiBach2010b.pdf Online Learning for Latent Dirichlet Allocation], Hoffman, Blei, Bach, NIPS 2010. | * [http://www.cs.princeton.edu/~blei/papers/HoffmanBleiBach2010b.pdf Online Learning for Latent Dirichlet Allocation], Hoffman, Blei, Bach, NIPS 2010. | ||
Latest revision as of 09:16, 27 April 2012
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2012.
Slides
- Matrix factoring:
- Online LDA:
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.
