Large Scale Machine Learning and Other Animals

Tuesday, January 31, 2012

Image segmentation in GraphLab

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I got the following question from Doug Epps: Hi, I'm interested in implementing " Random Walks for Image Segmentation " (L...
Saturday, January 28, 2012

Animal breeding with GraphLab?

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Believe it or not, there is unlimited supply of real life interesting problems that can be solved usign GraphLab! Here is an email I got thi...
Friday, January 27, 2012

LexisNexis ML library - Advisory Panel: to PCA or not to PCA?

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I am honored to report I was invited to participate in LexisNexis advisory panel of their machine learning library . The goal of this volun...
Tuesday, January 24, 2012

Hyperspectral imaging using GraphLab - updated

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Here is what I got from Josh Ash , a research scientist who is working on some pretty cool stuff at Ohio State University. He is using Grap...
Monday, January 23, 2012

ismion overview of GraphLab

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Here is a quick review of GraphLab as found in the ismion website. While I don't agree with the conclusion, it is interesting to see ho...
Sunday, January 22, 2012

Intel + GraphLab collaboration

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I am glad to announce that the GraphLab project is starting to collaborate with Intel. Dr. Theodore Willke , lead research scientist for t...
Friday, January 20, 2012

GraphLab input via Greenplum SQL

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I got some great tips from Brian Dolan , Founder and VP product of Discovix Inc, a cool California area startup specializing in building ...
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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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