Communication-efficient Distributed Newton-like Optimization with Gradients and M-estimators

13 July 2022

Papers citing "Communication-efficient Distributed Newton-like Optimization with Gradients and M-estimators"

30 / 30 papers shown

Title
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality Yang Yu Shih-Kang Chao Guang Cheng FedML 59 10 0 19 Feb 2021
Simultaneous Inference for Massive Data: Distributed Bootstrap Yang Yu Shih-Kang Chao Guang Cheng FedML 35 15 0 19 Feb 2020
Heterogeneity-aware and communication-efficient distributed statistical inference R. Duan Y. Ning Yong Chen 28 70 0 20 Dec 2019
Distributed High-dimensional Regression Under a Quantile Loss Function Xi Chen Weidong Liu Xiaojun Mao Zhuoyi Yang 47 72 0 13 Jun 2019
Communication-Efficient Accurate Statistical Estimation Jianqing Fan Yongyi Guo Kaizheng Wang 41 114 0 12 Jun 2019
Convergence of Distributed Stochastic Variance Reduced Methods without Sampling Extra Data Shicong Cen Huishuai Zhang Yuejie Chi Wei-neng Chen Tie-Yan Liu FedML 44 27 0 29 May 2019
Distributed Inference for Linear Support Vector Machine Xiaozhou Wang Zhuoyi Yang Xi Chen Weidong Liu 56 65 0 29 Nov 2018
First-order Newton-type Estimator for Distributed Estimation and Inference Xi Chen Weidong Liu Yichen Zhang 52 51 0 28 Nov 2018
Distributed linear regression by averaging Yan Sun Yueqi Sheng FedML 37 65 0 30 Sep 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 53 297 0 25 May 2018
When Is the First Spurious Variable Selected by Sequential Regression Procedures? Weijie J. Su 26 20 0 10 Aug 2017
Distributed Estimation of Principal Eigenspaces Jianqing Fan Dong Wang Kaizheng Wang Ziwei Zhu 54 165 0 21 Feb 2017
Distributed inference for quantile regression processes S. Volgushev Shih-Kang Chao Guang Cheng 358 131 0 21 Jan 2017
Efficient Distributed Learning with Sparsity Jialei Wang Mladen Kolar Nathan Srebro Tong Zhang FedML 57 152 0 25 May 2016
Tuning parameter selection in high dimensional penalized likelihood Yingying Fan C. Tang 55 327 0 11 May 2016
False Discoveries Occur Early on the Lasso Path Weijie Su M. Bogdan Emmanuel Candes 125 180 0 05 Nov 2015
Central Limit Theorems and Bootstrap in High Dimensions Victor Chernozhukov Denis Chetverikov Kengo Kato 74 312 0 11 Dec 2014
Distributed Estimation, Information Loss and Exponential Families Qiang Liu Alexander Ihler FedML 47 59 0 09 Oct 2014
On the Optimality of Averaging in Distributed Statistical Learning Jonathan D. Rosenblatt B. Nadler FedML 58 111 0 10 Jul 2014
Communication Efficient Distributed Optimization using an Approximate Newton-type Method Ohad Shamir Nathan Srebro Tong Zhang 82 556 0 30 Dec 2013
Exact post-selection inference, with application to the lasso Jason D. Lee Dennis L. Sun Yuekai Sun Jonathan E. Taylor 191 732 0 25 Nov 2013
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 110 1,287 0 07 Aug 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 180 767 0 13 Jun 2013
Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates Yuchen Zhang John C. Duchi Martin J. Wainwright 217 378 0 22 May 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 173 1,130 0 03 Mar 2013
Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors Victor Chernozhukov Denis Chetverikov Kengo Kato 129 507 0 31 Dec 2012
Gaussian approximation of suprema of empirical processes Victor Chernozhukov Denis Chetverikov Kengo Kato 123 298 0 31 Dec 2012
The Masked Sample Covariance Estimator: An Analysis via Matrix Concentration Inequalities Richard Y. Chen Alex Gittens J. Tropp 83 70 0 08 Sep 2011
Variance Estimation Using Refitted Cross-validation in Ultrahigh Dimensional Regression Jianqing Fan Shaojun Guo Ning Hao 116 292 0 29 Apr 2010
A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article) Jianqing Fan Jinchi Lv 525 913 0 06 Oct 2009