Joint support recovery under high-dimensional scaling: Benefits and perils of 1,-regularization, Poster W30 D Sahand Negahban M artin J. Wainwright, epartment of StatistUs , and Department of Electrical Engineering and Computer Sciences ic niversity of California, Berkeley, CA 94720-1770 1, relaxation for s = 0.1*p and = 1, 0.7, 0.4, 0.1 1 0.8 Prob. success =1 0.6 = 0.7 = 0.4 = 0.1 0.4 0.2 0 0 1 2 3 Control parameter 4 p = 128 p = 256 p = 512 5