Learning Feature Nonlinearities with Non-Convex Regularized Binned Regression

Samet Oymak, Mehrdad Mahdavi, Jiasi Chen

For various applications, the relations between the dependent and independent variables are highly nonlinear. Consequently, for large scale complex problems, neural networks and re…