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The 2nd To Data Science publish references this paper, which happens to be also the primary reference by which Levin's result is outlined in the first paper you post. So I presume examining these references needs to be enough to get the gist.
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Essentially the point below is generalization effectiveness is explained considerably more through the neural network architecture, as opposed to the construction of stochastic gradient descent, considering that we are able to see that stochastic gradient descent has a tendency to behave equally to (an approximation of) random sampling.
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I am unsure how you can reconcile that with the opposite arguments in that submit for why it ought to be diverse, although, including the experiments that Peter and I did.
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I'd have an interest to listen 파워볼 to your tackle this remark earlier mentioned, that is discussing compressibility, which to me seems like kolmogorov íŒŒì›Œë³¼ë¶„ì„ complexity.
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Hence, we should be expecting functions with huge volumes in parameter-Place to be basic, and capabilities with small volumes for being advanced.