Subspace Learning with Partial Information

Alon Gonen, Dan Rosenbaum, Yonina Eldar +1

The goal of subspace learning is to find a $k$-dimensional subspace of ${\mathbb{R}}^d$, such that the expected squared distance between instance vectors and the subspace is as small…