Communication-efficient sparse regression: a one-shot approach

v1v2v3 (latest)

Communication-efficient sparse regression: a one-shot approach

14 March 2015

Jonathan E. Taylor

ArXiv (abs)PDF HTML

Papers citing "Communication-efficient sparse regression: a one-shot approach"

19 / 19 papers shown

Title
Distributed Estimation and Inference for Spatial Autoregression Model with Large Scale Networks Yi Ren Zhe Li Xuening Zhu Yuan Gao Hansheng Wang 30 3 0 29 Oct 2022
Distributed Sparse Regression via Penalization Yao Ji G. Scutari Ying Sun Harsha Honnappa 63 6 0 12 Nov 2021
A Sequential Addressing Subsampling Method for Massive Data Analysis under Memory Constraint Rui Pan Yingqiu Zhu Baishan Guo Xuening Zhu Hansheng Wang 38 5 0 03 Oct 2021
Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions Subha Maity Yuekai Sun Moulinath Banerjee 20 7 0 26 Dec 2019
Least Squares Approximation for a Distributed System Xuening Zhu Feng Li Hansheng Wang 48 56 0 14 Aug 2019
Communication Efficient Parallel Algorithms for Optimization on Manifolds B. Saparbayeva M. Zhang Lizhen Lin 49 4 0 26 Oct 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning Bo Zhao Xinwei Sun Yanwei Fu Yuan Yao Yizhou Wang 67 23 0 12 Jun 2018
Distributed Statistical Inference for Massive Data Songxi Chen Liuhua Peng 53 27 0 29 May 2018
An asymptotic analysis of distributed nonparametric methods Botond Szabó Harry Van Zanten 71 46 0 08 Nov 2017
Restricted Eigenvalue from Stable Rank with Applications to Sparse Linear Regression S. Kasiviswanathan M. Rudelson 22 1 0 25 Jul 2017
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation Stanislav Minsker Nate Strawn 86 67 0 09 Apr 2017
Efficient Distributed Learning with Sparsity Jialei Wang Mladen Kolar Nathan Srebro Tong Zhang FedML 90 152 0 25 May 2016
Efficient Distributed Estimation of Inverse Covariance Matrices Jesús Arroyo Elizabeth Hou 57 8 0 03 May 2016
Distributed Multi-Task Learning with Shared Representation Jialei Wang Mladen Kolar Nathan Srebro 53 22 0 07 Mar 2016
Nonparametric Heterogeneity Testing For Massive Data Junwei Lu Guang Cheng Han Liu 55 19 0 23 Jan 2016
A Distributed One-Step Estimator Cheng Huang X. Huo FedML 121 84 0 04 Nov 2015
Distributed Estimation and Inference with Statistical Guarantees Heather Battey Jianqing Fan Han Liu Junwei Lu Ziwei Zhu 88 83 0 17 Sep 2015
Communication Lower Bounds for Statistical Estimation Problems via a Distributed Data Processing Inequality M. Braverman A. Garg Tengyu Ma Huy Le Nguyen David P. Woodruff FedML 117 175 0 24 Jun 2015
On the Optimality of Averaging in Distributed Statistical Learning Jonathan D. Rosenblatt B. Nadler FedML 109 111 0 10 Jul 2014