LessWrong AI
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Generalization and infinite width
This is a post explaining my paper with Kaarel Hänni on complexity of infinite-width networks. I will explain the result, why it matters, and how the mathematical idealizations can interact with real structure in neural nets. This leads to some threads I am excited to pull on more in the future, via some new speculatio