A Nullspace Property for Subspace-Preserving Recovery

Mustafa Devrim Kaba, Chong You, Daniel P. Robinson, Enrique Mallada, René Vidal

Abstract: Much of the theory for classical sparse recovery is based on conditions on the dictionary that are both necessary and sufficient (e.g., nullspace property) or only sufficient (e.g., incoherence and...