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A Function-Space Approach to the Statistical Mechanics of Learning Dynamics

This story is from 2026-09-11. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior despite highly nonlinear dynamics in vast parameter spaces. We develop a statistical-mechanical description of learning directly in function space, treating parameter configurations as microsco…

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  1. 2026-09-11 04:00 · arXiv cs.AI
    A Function-Space Approach to the Statistical Mechanics of Learning Dynamics

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