Simultaneous diagonalization: the asymmetric, low-rank, and noisy settings

Volodymyr Kuleshov, Arun Tesjavi Chaganty, Percy Liang

Simultaneous matrix diagonalization is used as a subroutine in many machine learning problems, including blind source separation and paramater estimation in latent variable models.…