Eigen, singular, cosine-sine, and Autonne--Takagi vectors distributions of random matrix ensembles

Yihan Guo, Lek-Heng Lim

We show that some of the best-known matrix decompositions of some of the best-known random matrix ensembles give us the unique $G$-invariant uniform distributions on some of the be…