advocates of #machinelearning, I am told that you all know that (current) #ML is limited. fair enough. but which limits are you willing to *publicly* acknowledge?https://twitter.com/NotSimplicio/status/1173373706674085888 …
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What even is "ML"? I think it's trivial to point to a specific model is rattle off its limitations. Well-defined class of models: basically the same. General toolkit and way of approaching a problem: more difficult. ML is more the latter, no?
so what are the well-defined classes of models for which you personally publicly acknowledge limitations @roydanroy? (and which limitations).
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For starters, linear regression cannot learn nonlinear relationships.
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yes, we can all agree on that. are there any limits on deep learning you personally would acknowledge?
End of conversation
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