An asymptotic analysis of distributed nonparametric methods

8 November 2017

Papers citing "An asymptotic analysis of distributed nonparametric methods"

11 / 11 papers shown

Title
Adaptation using spatially distributed Gaussian Processes Botond Szabó Amine Hadji A. van der Vaart 59 2 0 21 Dec 2023
Optimal recovery and uncertainty quantification for distributed Gaussian process regression Amine Hadji Tammo Hesselink Botond Szabó 72 3 0 06 May 2022
Spike and slab variational Bayes for high dimensional logistic regression Kolyan Ray Botond Szabó Gabriel Clara 97 29 0 22 Oct 2020
Distributed function estimation: adaptation using minimal communication Botond Szabó Harry Van Zanten 66 13 0 28 Mar 2020
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms T. Tony Cai Hongjie Wei 69 27 0 24 Jan 2020
Deep Structured Mixtures of Gaussian Processes Martin Trapp Robert Peharz Franz Pernkopf C. Rasmussen GP TPM 77 34 0 10 Oct 2019
Communication-Efficient Accurate Statistical Estimation Jianqing Fan Yongyi Guo Kaizheng Wang 61 114 0 12 Jun 2019
Understanding and Comparing Scalable Gaussian Process Regression for Big Data Haitao Liu Jianfei Cai Yew-Soon Ong Yi Wang 75 26 0 03 Nov 2018
When Gaussian Process Meets Big Data: A Review of Scalable GPs Haitao Liu Yew-Soon Ong Xiaobo Shen Jianfei Cai GP 144 697 0 03 Jul 2018
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
Adaptive distributed methods under communication constraints Botond Szabó Harry Van Zanten 80 24 0 03 Apr 2018