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Data Science Follow 204 Followers

Vowpal Wabbit, A Machine Learning System

Posted by John Langford  on  Jul 03, 2016 1 Posted by John Langford Follow 0 Followers  on  Jul 03, 2016 1

John Langford discusses how to use Vowpal Wabbit in and as a machine learning system including architecture, unique capabilities, and applications, applied to personalized news recommendation.

57:47
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The Yin and Yang of Hardware Heterogeneity: Can Software Survive?

Posted by Kathryn S. McKinley  on  Jan 12, 2014 Posted by Kathryn S. McKinley Follow 0 Followers  on  Jan 12, 2014

Kathryn S. McKinley discusses research approaches and results that abstract, choose, and exploit hardware heterogeneity providing computational power at low energy consumption levels.

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Reverend Bayes, Meet Countess Lovelace: Machine Learning and Programming

Posted by Andy Gordon  on  Jan 22, 2013 1 Posted by Andy Gordon Follow 0 Followers  on  Jan 22, 2013 1

Andy Gordon discusses machine learning using functional programming, explaining how Infer.NET Fun turns the succinct syntax of F# into an executable modeling language for Bayesian machine learning.

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F# Big Data Scripting

Posted by Matthew Moloney  on  Jan 18, 2013 1 Posted by Matthew Moloney Follow 0 Followers  on  Jan 18, 2013 1

Matthew Moloney shares some of the F# tools built at Microsoft Research for dealing with Big Data.

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Staged Program Development

Posted by K. Rustan M. Leino  on  Jan 11, 2013 Posted by K. Rustan M. Leino Follow 0 Followers  on  Jan 11, 2013

K. Rustan M. Leino advocates developing in stages by using languages that offer both design level abstractions – types, contracts, higher-level constructs, ghost constructs- and implementation ones.

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