Machine learning and statistics are different fields due to a cultural dividing line. Statisticians don't feel socially responsible for the machine learning literature, and machine learning researchers mostly don't feel a responsibility to be familiar with classical statistics.
Replying to @kareem_carr
I’m guessing you are familiar with Leo Breiman’s paper about this... I’m planning to argue that there’s an emerging third statistical culture, characterized by taking domain pre-understanding into account in a more sophisticated way than a simplistic prior https://projecteuclid.org/euclid.ss/1009213726 …
4:40 PM - 23 Oct 2019
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