Newton-Stein Method: An optimization method for GLMs via Stein's Lemma

28 November 2015

Papers citing "Newton-Stein Method: An optimization method for GLMs via Stein's Lemma"

8 / 8 papers shown

Title
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma Max Torop A. Masoomi Davin Hill Kivanc Kose Stratis Ioannidis Jennifer Dy 23 4 0 01 Nov 2023
Differentially Private Regression with Unbounded Covariates Jason Milionis Alkis Kalavasis Dimitris Fotakis Stratis Ioannidis 23 10 0 19 Feb 2022
Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance Hongjian Wang Mert Gurbuzbalaban Lingjiong Zhu Umut cSimcsekli Murat A. Erdogdu 15 41 0 20 Feb 2021
Estimating Stochastic Linear Combination of Non-linear Regressions Efficiently and Scalably Di Wang Xiangyu Guo Chaowen Guan Shi Li Jinhui Xu 21 1 0 19 Oct 2020
Second order Stein: SURE for SURE and other applications in high-dimensional inference Pierre C. Bellec Cun-Hui Zhang 12 33 0 09 Nov 2018
Scalable Approximations for Generalized Linear Problems Murat A. Erdogdu Mohsen Bayati Lee H. Dicker 14 11 0 21 Nov 2016
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu J. Lee Michael I. Jordan 16 475 0 10 Feb 2016
Convergence rates of sub-sampled Newton methods Murat A. Erdogdu Andrea Montanari 32 155 0 12 Aug 2015