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Jason Eisner

cs.jhu.edu/~jason

Home page of Jason Eisner, CS professor at Johns Hopkins University who works on natural language processing and machine learning.

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Visit cs.jhu.edu/~jason → On Hacker News Jan 2016 – Jan 2016

Math & Algorithms 1AI & Machine Learning 1

1

The Three Cultures of Machine Learning

Everyone should read Leo Breiman's 2001 article, Statistical Modeling: The Two Cultures . (Summary: Traditional statisticians start with a distribution. They try to identify the parameters of the distribution from data that were actually generated from it. Applied statisticians start with data. They have no idea where…