Search Results for author: Niharika Challapalli

Found 1 papers, 0 papers with code

Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect

no code implementations30 Oct 2014 Mehmet Eren Ahsen, Niharika Challapalli, Mathukumalli Vidyasagar

It is shown here that SGL achieves robust sparse recovery, and also achieves a version of the grouping effect in that coefficients of highly correlated columns belonging to the same group of the measurement (or design) matrix are assigned roughly comparable values.

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