lp-Recovery of the Most Significant Subspace among Multiple Subspaces with Outliers

Gilad Lerman, Teng Zhang

We assume data sampled from a mixture of d-dimensional linear subspaces with spherically symmetric distributions within each subspace and an additional outlier component with spher…