Statistical Inference for Online Decision Making via Stochastic Gradient Descent

14 October 2020

Papers citing "Statistical Inference for Online Decision Making via Stochastic Gradient Descent"

5 / 5 papers shown

Title
Online Estimation and Inference for Robust Policy Evaluation in Reinforcement Learning Weidong Liu Jiyuan Tu Yichen Zhang Xi Chen OffRL 24 2 0 04 Oct 2023
Weighted Averaged Stochastic Gradient Descent: Asymptotic Normality and Optimality Ziyang Wei Wanrong Zhu Wei Biao Wu 27 3 0 13 Jul 2023
High-dimensional scaling limits and fluctuations of online least-squares SGD with smooth covariance Krishnakumar Balasubramanian Promit Ghosal Ye He 38 5 0 03 Apr 2023
Statistical Inference with Stochastic Gradient Methods under $φ$ -mixing Data Ruiqi Liu Xinyu Chen Zuofeng Shang FedML 19 6 0 24 Feb 2023
Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning Pratik Ramprasad Yuantong Li Zhuoran Yang Zhaoran Wang W. Sun Guang Cheng OffRL 50 27 0 08 Aug 2021