Bridging Identification and Second-Order Acceleration: A Fast Alternating Minimization Framework for Composite Optimization

Zihao Xia, Min Tao

We consider a class of composite optimization problems involving a smooth function and a proper, lower semicontinuous regularizer, which may be nonconvex and nonsmooth. We propose…