I'm curious to really know what you mean by "concentrate on the architecture as an alternative." My guess is that if the OP is correct, virtually any neural Web architecture may have a simplicity bias.
Imposing a constraint that functions should really use/regard the extra construction, even in a few delicate way like continuity, may pick a very small subset of S relative into the counting evaluate.
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I'm not sure I agree with this particular -- I think Kolmogorov complexity is really a relevant Idea of complexity On this context.
I don’t Feel this is in conflict Together with the declare of the paper, that is that _most_ in the inductive bias originates from the architecture and initialization.
There are still some stray pieces, but I am now commonly persuaded the headline claim is accurate: the overwhelming majority of inductive bias originates from the implicit prior on the network's parameter space.
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Could you say more details on the perception where This 파워볼 can be correct? There's a way where It's not at all real, IIRC: If you use the quantity line in between 0 and one to code for features, these kinds of that every feasible functionality is usually a range on that line someplace, and you also bundle equivalent features collectively (i.
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