Kyrillidis, AnastasiosPuy, GillesCevher, Volkan2013-01-142013-01-142013-01-14201210.1109/ICASSP.2012.6288706https://infoscience.epfl.ch/handle/20.500.14299/87783WOS:000312381403179We introduce a new sparse recovery paradigm, called Normed Pursuits, where efficient algorithms from combinatorial and convex optimization interface for interpretable and model-based solutions. Synthetic and real data experiments illustrate that Normed Pursuits can significantly enhance the performance of both hard thresholding methods and convex solvers in sparse recovery.text::conference output::conference proceedings::conference paper