Large Scale Machine Learning and Other Animals

Wednesday, August 29, 2012

Rapid Miner & Myrrix

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Another new thing I learned from Brad Cox , Rapid Miner software seemed to be heavily used in the homeland security / defense sectors. Her...
3 comments:

Big Math Library on top of GraphLab/GraphChi

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Recently I am toying with a big math library around GraphLab / GraphChi with a "matlab" like interface that can scale to very larg...
1 comment:
Tuesday, August 28, 2012

Airlines on time performance dataset

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I got the following interesting dataset link from Brad Cox :  The ASA challenge site has two decades of flight data totaling many GB. Da...
Saturday, August 25, 2012

On convergence of Gaussian BP

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I got the following question from Gregor Gorjanc , our man in Lubliyana: Dear Danny, We have spend quite some time trying out severa...
Tuesday, August 21, 2012

Drinks & Data Workshop

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I stumbled upon this funny note on the web. In seems that this "Drink & Data" workshop is about graph algorithms, and the way ...
Wednesday, August 15, 2012

Steffen Rendle - libFM

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News from the KDD CUP workshop. I was highly impressed by Steffen Rendle, the author of libFM collaborative filtering library. Steffen won...

80-20 rule - or collaborative filtering in practice

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Many papers are written about new collaborative filtering methods and approaches. After reading tens of papers and talking to tens of compan...
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About Me

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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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