Robust subspace recovery by Tyler's M-estimator

Teng Zhang

This paper considers the problem of robust subspace recovery: given a set of $N$ points in ${\mathbb{R}}^D$, if many lie in a $d$-dimensional subspace, then can we recover the underl…