Difference between revisions of "Class meeting for 10-605 SGD for MF"
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=== Slides === | === Slides === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/matrix-factors.pptx Powerpoint] | + | * [http://www.cs.cmu.edu/~wcohen/10-605/matrix-factors.pptx Powerpoint Slides - Matrix Factorization via SGD] |
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/streaming-demo.pptx Powerpoint Slides - Hadoop Streaming] | ||
=== 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. | ||
Revision as of 16:39, 19 February 2014
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2014.
Slides
Papers Discussed
- Large-Scale Matrix Factorization with Distributed Stochastic Gradient Descent, Gemulla et al, KDD 2011.
