School of Mathematical Sciences, Peking University
Jiadong Liang, Yuze Han, Xiang Li, Zhihua Zhang
Diffusion Approximation;Federated Learning;Loopless Algorithm;Jump Diffusion;Bias-variance Tradeoff;Asymptotic Normal;Asymptotic Biased
Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective