An exact $\sin \Theta$ formula for matrix perturbation analysis and its applications

He Lyu, Rongrong Wang

In this paper, we establish a useful set of formulae for the $\sin \Theta$ distance between the original and the perturbed singular subspaces. These formulae explicitly show that how the…