Difference between revisions of "Class meeting for 10-605 2013 04 17"
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* Matrix factoring: | * Matrix factoring: | ||
| − | ** [http://www.cs.cmu.edu/~wcohen/10-605/2013-04- | + | ** [http://www.cs.cmu.edu/~wcohen/10-605/2013/2013-04-17-matrix-factors.pptx Powerpoint] |
| − | * | + | * Gradient trees: |
| − | ** [http://www.cs.cmu.edu/~wcohen/10-605/2013-04- | + | ** [http://www.cs.cmu.edu/~wcohen/10-605/2013/2013-04-17-boosted-trees.pptx Powerpoint] |
=== Papers Discussed === | === Papers Discussed === | ||
* [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.mpi-inf.mpg.de/~rgemulla/publications/gemulla11dsgd.pdf Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent], Gemulla et al, KDD 2011. | ||
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Latest revision as of 17:22, 8 January 2014
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:
- Gradient trees:
Papers Discussed
- Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent, Gemulla et al, KDD 2011.
