Statistical Inference for the Population Landscape via Moment Adjusted
Stochastic Gradients

Statistical Inference for the Population Landscape via Moment Adjusted Stochastic Gradients

20 December 2017

Weijie Su

Papers citing "Statistical Inference for the Population Landscape via Moment Adjusted Stochastic Gradients"

5 / 5 papers shown

Title
Weighted Averaged Stochastic Gradient Descent: Asymptotic Normality and Optimality Ziyang Wei Wanrong Zhu Wei Biao Wu 29 3 0 13 Jul 2023
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming Sen Na Michael W. Mahoney 34 7 0 27 May 2022
On Linear Stochastic Approximation: Fine-grained Polyak-Ruppert and Non-Asymptotic Concentration Wenlong Mou C. J. Li Martin J. Wainwright Peter L. Bartlett Michael I. Jordan 25 75 0 09 Apr 2020
First-order Newton-type Estimator for Distributed Estimation and Inference Xi Chen Weidong Liu Yichen Zhang 32 48 0 28 Nov 2018
Understanding the Acceleration Phenomenon via High-Resolution Differential Equations Bin Shi S. Du Michael I. Jordan Weijie J. Su 17 254 0 21 Oct 2018