Large Scale Machine Learning and Other Animals

Showing posts with label pegasos. Show all posts
Showing posts with label pegasos. Show all posts
Sunday, April 15, 2012

More on large scale SVM

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About a month ago I posted here on large scale SVM. The conclusion of my post was that linear SVM is solved problem, mainly due to Pegasos ...
4 comments:
Monday, July 18, 2011

Hearst Machine Learning Challenge - Converting inputs to SVMLight format

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After the excitement following our 5th place in KDD CUP 2011 is a little over, I started looking at other interesting problems. The hearst m...
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Danny Bickson
6 years ago, along with my collaborators at Carnegie Mellon University, I have started the GraphLab large scale open source project, which is a framework for implementing machine learning algorithms in parallel and distributed settings. When the project became popular, we have decided to raise money to expand the project and provide an industry grade solution. Specifically I wrote the award wining collaborative filtering toolkit to GraphLab which is widely deployed today, and helped us win top places at ACM KDD CUP 2011, ACM KDD CUP 2012 among other competitions. Checkout our website: http://dato.com
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