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cs.IT2018
Matrix Recovery from Rank-One Projection Measurements via Nonconvex Minimization
Peng Li, Wengu Chen
In this paper, we consider the matrix recovery from rank-one projection measurements proposed in [Cai and Zhang, Ann. Statist., 43(2015), 102-138], via nonconvex minimization. We e…
cs.IT2018
Signal Recovery under Mutual Incoherence Property and Oracle Inequalities
Peng Li, Wengu Chen
This paper considers signal recovery through an unconstrained minimization in the framework of mutual incoherence property. A sufficient condition is provided to guarantee the stab…