High dimensional normality of noisy eigenvectors

Jake Marcinek, Horng-Tzer Yau

We study joint eigenvector distributions for large symmetric matrices in the presence of weak noise. Our main result asserts that every submatrix in the orthogonal matrix of eigenv…