Difference between revisions of "Class meeting for 10-605 2012 04 14"
From Cohen Courses
Jump to navigationJump to search (Created page with 'This is one of the class meetings on the schedule for the course [[Machine Learning with Large Dataset…') |
|||
| (2 intermediate revisions by the same user not shown) | |||
| Line 8: | Line 8: | ||
* Online LDA: | * Online LDA: | ||
| − | ** [http://www.cs.cmu.edu/~wcohen/10-605/2012-04-24- | + | ** [http://www.cs.cmu.edu/~wcohen/10-605/2012-04-24-online-lda.pptx Powerpoint] |
| − | ** [http://www.cs.cmu.edu/~wcohen/10-605/2012-04-24- | + | ** [http://www.cs.cmu.edu/~wcohen/10-605/2012-04-24-online-lda.pdf PDF] |
=== 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.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.
