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by dumb1224 1901 days ago
I think it's more meaningful to have the discussion in a specific problem domain since statistical inference or ML are just tools to better model a problem / phenomenon. The domain (prior) knowledge -- everything else that's not stats / ML, are the keys to build a more robust model. Leave the problem domain out we are left just with pure mathematical theories and the points can only be proved by simulated data.