An asymptotic thin shell condition and large deviations for random multidimensional projections

Steven Soojin Kim, Yin-Ting Liao, Kavita Ramanan

Consider the projection of an $n$-dimensional random vector onto a random $k_n$-dimensional basis, $k_n\le n$, drawn uniformly from the Haar measure on the Stiefel manifold of or…