Random Note

Sep 5th 2025

About Random Matrix Theory, Jiaoyang Huang has a good course on that in spring.

Good classical paper to be refered to: Universal Laws for High dimensinal learning with random features

Song Mei’s course

Sep 8 2025

NNGP (slightly before NTK was born) https://berkan.xyz/digitalGarden/NNGP

Deep information propagation https://arxiv.org/pdf/1611.01232 worths reading

The long-range consistency condition (co-coercivities) in silver stepsize is sufficient and necessary to smooth and convex (Chat with Jinho).

https://arxiv.org/pdf/1502.05666