Mini-Batch Stochastic ADMMs for Nonconvex Nonsmooth Optimization

Feihu Huang, Songcan Chen

With the large rising of complex data, the nonconvex models such as nonconvex loss function and nonconvex regularizer are widely used in machine learning and pattern recognition. I…