Is machine learning safe to use? text here: https://gist.github.com/anonymous/135f3b05b63dbd807ee6 …pic.twitter.com/IhaieMARl8
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Is machine learning safe to use? text here: https://gist.github.com/anonymous/135f3b05b63dbd807ee6 …pic.twitter.com/IhaieMARl8
@anyharder @b0rk the big difference between ML and stats is that ML focuses purely on prediction at the expense of inference/understanding.
@anyharder @b0rk the underlying techniques are more or less the same but I think there are very different ideas about methodology and rigor.
@avibryant interesting. I tend to think of (at least academic) ML one giant contribution to how we DO statistical inference @anyharder @b0rk
@avibryant i.e., papers tend to focus on methodology, algorithms, and less on asymptotics and proofs about inference. @anyharder @b0rk
@hausdorff_space @anyharder @b0rk the point I was trying to make is probably better expressed here: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.156.4933&rep=rep1&type=pdf …
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