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    • Nonconvex regularizers for sparse optimization and rank minimization 

      Sagan, April (Rensselaer Polytechnic Institute, Troy, NY, 2021-05)
      This dissertation addresses the problem of minimizing a nonconvex relaxation to the rank of a matrix. In the first of three works presented in this dissertation, we present the problem of rank minimization as a semidefinite ...