Difference between revisions of "Class meeting for 10-605 SGD for MF"
From Cohen Courses
Jump to navigationJump to search (→Slides) |
(→Slides) |
||
Line 4: | Line 4: | ||
* [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/matrix-factors.pptx Powerpoint Slides - Matrix Factorization via SGD] | ||
− | * [http://www.cs.cmu.edu/~wcohen/10-605/streaming-demo. | + | * [http://www.cs.cmu.edu/~wcohen/10-605/streaming-demo.ppt 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 17:03, 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.