Two step recovery of jointly sparse and low-rank matrices: theoretical guarantees

Sampurna Biswas, Sunrita Poddar, Soura Dasgupta +2

We introduce a two step algorithm with theoretical guarantees to recover a jointly sparse and low-rank matrix from undersampled measurements of its columns. The algorithm first est…