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Stan van Wingerden comments on
Stan van Wingerden’s Shortform
Stan van Wingerden
12 Dec 2024 16:48 UTC
17
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Here’s the plot, which is very similar to Experience Machine’s:
My conclusion from this is that the LLC and the L2 norm measure basically the same thing in this setup. They don’t always: for further comparison with more unprincipled metrics in more complex setups, see
comparisons with weight norm / Hessians in fig 22, 23, and 25 here
and
comparisons with Hessian-based methods and ablations here
.
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Here’s the plot, which is very similar to Experience Machine’s:
My conclusion from this is that the LLC and the L2 norm measure basically the same thing in this setup. They don’t always: for further comparison with more unprincipled metrics in more complex setups, see comparisons with weight norm / Hessians in fig 22, 23, and 25 here and comparisons with Hessian-based methods and ablations here.