An inner-loop free solution to inverse problems using deep neural networks

Kai Fan, Qi Wei, Lawrence Carin, Katherine A. Heller

Neural Information Processing Systems 

Typically, inner loops are required to solve the first two sub-minimization problems due to the intractability of the prior and the matrix inversion.

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