Distribution of singular values in large sample cross-covariance matrices

Arabind Swain, Sean Alexander Ridout, Ilya Nemenman

For two large matrices $\mathbf{X}$ and $\mathbf{Y}$ with Gaussian i.i.d.\ entries and dimensions $T\times N_X$ and $T\times N_Y$, respectively, we derive the probability distrib…