Mutual information for fitting deep nonlinear models

Jacob S. Hunter, Nathan O. Hodas

Deep nonlinear models pose a challenge for fitting parameters due to lack of knowledge of the hidden layer and the potentially non-affine relation of the initial and observed layer…