Eeshan Malhotra

Stronger recovery guarantees for sparse signals exploiting coherence structure in dictionaries

This paper presents a method for improving the recovery guarantee for signals that are sparse or compressible in some general basis (dictionary) using a splitting and reordering approach. The splitting algorithm applies existing results for dictionaries that are naturally characterized as a concaten…