Complexity regularization for nonlinear inverse problems
  We provide estimators for a large class of inverse problems, including nonlinear inverse problems. Using complexity regularization technics we provide adaptive estimators achieving the best rate over the collection of models. 
Jean Michel Loubes and Lude\~na Carenne