Weak Convergence Rates for Partial-Sum Processes of Nonlinear Stochastic Approximation

Xiang Li, Jiadong Liang, Zhihua Zhang

Stochastic approximation provides a general framework for online estimation and optimization. Statistical inference based on the resulting estimates requires understanding their fl…