Computational Limits of A Distributed Algorithm For Smoothing Spline

v1v2 (latest)

Computational Limits of A Distributed Algorithm For Smoothing Spline

31 December 2015

ArXiv (abs)PDF HTML

Papers citing "Computational Limits of A Distributed Algorithm For Smoothing Spline"

12 / 12 papers shown

Title
A review of distributed statistical inference Yuan Gao Weidong Liu Hansheng Wang Xiaozhou Wang Yibo Yan Riquan Zhang 74 43 0 13 Apr 2023
Oversampling Divide-and-conquer for Response-skewed Kernel Ridge Regression Jingyi Zhang Xiaoxiao Sun 46 0 0 13 Jul 2021
Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference Jiyuan Tu Weidong Liu Xiaojun Mao Xi Chen 49 20 0 04 Mar 2021
Estimation of the Mean Function of Functional Data via Deep Neural Networks Shuoyang Wang Guanqun Cao Zuofeng Shang 54 21 0 08 Dec 2020
Optimal subsampling for quantile regression in big data Haiying Wang Yanyuan Ma 139 133 0 28 Jan 2020
Communication-Efficient Accurate Statistical Estimation Jianqing Fan Yongyi Guo Kaizheng Wang 56 114 0 12 Jun 2019
Divide-and-Conquer Information-Based Optimal Subdata Selection Algorithm Haiying Wang 48 28 0 23 May 2019
WONDER: Weighted one-shot distributed ridge regression in high dimensions Yan Sun Yueqi Sheng OffRL 92 51 0 22 Mar 2019
How Many Machines Can We Use in Parallel Computing for Kernel Ridge Regression? Meimei Liu Zuofeng Shang Guang Cheng 47 8 0 25 May 2018
Distributed Nonparametric Regression under Communication Constraints Yuancheng Zhu John D. Lafferty 50 26 0 04 Mar 2018
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation Stanislav Minsker Nate Strawn 86 67 0 09 Apr 2017
Distributed inference for quantile regression processes S. Volgushev Shih-Kang Chao Guang Cheng 546 131 0 21 Jan 2017