Sparse learning of maximum likelihood model for optimization of complex loss function

Ning Zhang, Prathamesh Chandrasekar

Traditional machine learning methods usually minimize a simple loss function to learn a predictive model, and then use a complex performance measure to measure the prediction perfo…