10 citations · 23 across the 15 of their papers we have counts for
Showing 2020 · cs.LGShow all
3 papers · 2 filters
cs.LG2020
Homomorphic Sensing of Subspace Arrangements
Liangzu Peng, Manolis C. Tsakiris
Homomorphic sensing is a recent algebraic-geometric framework that studies the unique recovery of points in a linear subspace from their images under a given collection of linear m…
cs.LG2020
Low-rank matrix completion theory via Plucker coordinates
Manolis C. Tsakiris
Despite the popularity of low-rank matrix completion, the majority of its theory has been developed under the assumption of random observation patterns, whereas very little is know…
cs.LG2020★ 9 cited
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications
Qing Qu, Zhihui Zhu, Xiao Li +3
The problem of finding the sparsest vector (direction) in a low dimensional subspace can be considered as a homogeneous variant of the sparse recovery problem, which finds applicat…