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

arXiv:2609.09589v2 Announce Type: replace Abstract: In the kernel regime, neural-network learning inherits its preferences from a frozen spectrum. During feature learning, this spectrum evolves, yet networks retain systematic biases toward simple, smooth direc