Large Scale Machine Learning and Other Animals

Tuesday, May 29, 2012

San Francisco - here we come!

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I am glad to report we have already 135 registrations for the GraphLab workshop . We are soon running out of space! Register today or you wi...
Tuesday, May 15, 2012

GraphLab News!

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There are a lot of exciting developments around GraphLab that I am glad to report here. First of all, due to the tremendous support of Inte...
Monday, May 14, 2012

ELF (ensemble learning framework)

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ELF is an ensemble learning software recommended by JustinYan. Using this software it is possible to predict a few ratings to combine a hig...
Friday, May 11, 2012

RBM (Restricted Bolzman Machines) in GraphLab

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I am glad to announce I have added an efficient multiple implementation of restricted Bolazman machines (RBM) algorithm. The algorithm is de...
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Thursday, May 3, 2012

John Langford's transition from Yahoo! Labs to Microsoft Research NY

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Is described in his blog post . I especially liked the following paragraph: Machine Learning turns out to be a very hot technology. Ever...

BigDataR Linux distro

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I got this note from Nick Kolegraff: I am working on a Linux Distro (BigDataR)  www.bigdatarlinux.com  with a focus around machine learn...
Monday, April 30, 2012

Graph500 benchmark

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Today I learned from Prof. Garth Gibson from CMU, about   a graph algorithm benchmark called  http:// graph500 .org  .  It is a benchmark...
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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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