Fast Inference for Quantile Regression with Tens of Millions of Observations

29 September 2022

Papers citing "Fast Inference for Quantile Regression with Tens of Millions of Observations"

6 / 6 papers shown

Title
Asymptotic Time-Uniform Inference for Parameters in Averaged Stochastic Approximation Chuhan Xie Kaicheng Jin Jiadong Liang Zhihua Zhang 16 0 0 19 Oct 2024
Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning S. Samsonov Eric Moulines Qi-Man Shao Zhuo-Song Zhang Alexey Naumov 25 3 0 26 May 2024
Statistical Inference with Stochastic Gradient Methods under $φ$ -mixing Data Ruiqi Liu X. Chen Zuofeng Shang FedML 12 6 0 24 Feb 2023
Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent X. Chen Zehua Lai He Li Yichen Zhang 11 4 0 30 Dec 2022
Online Statistical Inference for Stochastic Optimization via Kiefer-Wolfowitz Methods Xi Chen Zehua Lai He Li Yichen Zhang 14 14 0 05 Feb 2021
Optimal subsampling for quantile regression in big data Haiying Wang Yanyuan Ma 62 130 0 28 Jan 2020