Data Sampling Affects the Complexity of Online SGD over Dependent Data

31 March 2022

Papers citing "Data Sampling Affects the Complexity of Online SGD over Dependent Data"

4 / 4 papers shown

Title
Statistical Inference with Stochastic Gradient Methods under $φ$ -mixing Data Ruiqi Liu Xinyu Chen Zuofeng Shang FedML 19 6 0 24 Feb 2023
Learning from time-dependent streaming data with online stochastic algorithms Antoine Godichon-Baggioni Nicklas Werge Olivier Wintenberger 35 3 0 25 May 2022
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 90 146 0 04 May 2020
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 104 80 0 18 Oct 2019