Adaptive debiased SGD in high-dimensional GLMs with streaming data

Adaptive debiased SGD in high-dimensional GLMs with streaming data

28 May 2024

Lan Luo

Papers citing "Adaptive debiased SGD in high-dimensional GLMs with streaming data"

5 / 5 papers shown

Title
Statistical Inference for Model Parameters in Stochastic Gradient Descent Xi Chen Jason D. Lee Xin T. Tong Yichen Zhang 62 138 0 27 Oct 2016
Online Updating of Statistical Inference in the Big Data Setting E. Schifano Jing Wu C. Wang Jun Yan Ming-Hui Chen 45 169 0 23 May 2015
A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models Y. Ning Han Liu 141 305 0 30 Dec 2014
Post-Selection Inference for Generalized Linear Models with Many Controls A. Belloni Victor Chernozhukov Ying Wei 137 190 0 15 Apr 2013
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 467 1,378 0 13 Oct 2010