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Tim Hanson /
npub10eg…r2yr
2023-09-06 00:42:20
in reply to nevent1q…myfn

Tim Hanson on Nostr: npub14d70x…zdm4s npub1qtkdu…txqrw imho: Scientific models are a bit different ...

npub14d70xk632yuqshz7hdrnnj79j3yufrphy4u7ryekmpr7vztwvf5q8zdm4s (npub14d7…dm4s) npub1qtkdu9s8mnygvkcvycw0wtmp85t95v25v8eyavtkx2q0nhnuxmnq9txqrw (npub1qtk…xqrw)

imho: Scientific models are a bit different than ML models -- they are closer to generator programs than to classifiers or function approximators.

If theories are closer to programs, they are better defined by Kolmogorov complexity; classifiers and function approximators are better defined (as mentioned) by VC dimension or Rademacher complexity...

Theories also call each other recursively, like Maxwell's equations; another reason to consider them 'programs'.
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