The Generalized Lasso with Nonlinear
        Observations and Generative Priors

          Zhaoqiang Liu                 Jonathan Scarlett
      National University of Singapore         National University of Singapore
        dcslizha@nus.edu.sg             scarlett@comp.nus.edu.sg


                        Abstract
     In this paper, we study the problem of signal estimation from noisy non-linear
     measurements when the unknown n-dimensional signal is in the range of an L-
     Lipschitz c ...