Working with Statistical Inference part3
Online Statistical Inference for Nonlinear Stochastic Approximation with Markovian Data(arXiv) Author : Xiang Li, Jiadong Liang, Zhihua Zhang Abstract : We study the statistical inference of nonlinear stochastic approximation algorithms utilizing a single trajectory of Markovian data. Our methodology has practical applications in various scenarios, such as Stochastic Gradient Descent…
Working with Statistical Inference part3 Online Statistical Inference for Nonlinear Stochastic Approximation with Markovian Data(arXiv) Author : Xiang Li, Jiadong Liang, Zhihua Zhang Abstract : We study the statistical inference of nonlinear stochastic approximation algorithms utilizing a single trajectory of Markovian data. Our methodology has practical applications in various scenarios, such as Stochastic Gradient Descent… deep-learning
Working Statistical Inference part3 Online Statistical Inference Nonlinear Stochastic Approximation Markovian DataarXiv Author Xiang Li Jiadong Liang Zhihua Zhang Abstract study statistical inference nonlinear stochastic approximation algorithm utilizing single trajectory Markovian data methodology practical application various scenario Stochastic Gradient Descent… deeplearning