Tight Performance Bounds for Compressed Sensing With Conventional and Group Sparsity

19 Jun 2016Shashank RanjanMathukumalli Vidyasagar

In this paper, we study the problem of recovering a group sparse vector from a small number of linear measurements. In the past the common approach has been to use various "group sparsity-inducing" norms such as the Group LASSO norm for this purpose... (read more)

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