Mixing times of Langevin dynamics for spiked matrix models

Reza Gheissari, Curtis Grant, Tianmin Yu

We investigate the Langevin dynamics for Wigner matrices with a spherical spike, in the regime where the signal-to-noise ratio $\hat{I}¸$ is large, but order one. For large, order-$1$, s…