2024
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models
ICML 2024poster
We discuss the inhomogeneous Wigner spike model, a theoretical framework recently introduced to study structured noise in various learning scenarios, through the prism of random matrix theory, with a specific focus on its spectral properties. Our primary objective is to find an optimal spectral meth…