Fast and Reliable Parameter Estimation from Nonlinear Observations

Samet Oymak, Mahdi Soltanolkotabi

In this paper we study the problem of recovering a structured but unknown parameter ${\theta }^{\ast }$ from $n$ nonlinear observations of the form $y_i=f(\langle {\bf{x}}_i,{\bfθ}^*\rangle…