An asymptotic analysis of distributed nonparametric methods

8 November 2017

Papers citing "An asymptotic analysis of distributed nonparametric methods"

20 / 20 papers shown

Title
Adaptive distributed methods under communication constraints Botond Szabó Harry Van Zanten 74 24 0 03 Apr 2018
Distributed Nonparametric Regression under Communication Constraints Yuancheng Zhu John D. Lafferty 48 26 0 04 Mar 2018
Distributed inference for quantile regression processes S. Volgushev Shih-Kang Chao Guang Cheng 514 131 0 21 Jan 2017
Efficient Distributed Learning with Sparsity Jialei Wang Mladen Kolar Nathan Srebro Tong Zhang FedML 69 152 0 25 May 2016
Nonparametric Heterogeneity Testing For Massive Data Junwei Lu Guang Cheng Han Liu 34 19 0 23 Jan 2016
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections C. Heinze Brian McWilliams N. Meinshausen 128 37 0 08 Jun 2015
Communication-efficient sparse regression: a one-shot approach Jason D. Lee Yuekai Sun Qiang Liu Jonathan E. Taylor 94 66 0 14 Mar 2015
Distributed Gaussian Processes M. Deisenroth Jun Wei Ng GP 86 342 0 10 Feb 2015
Hierarchical Mixture-of-Experts Model for Large-Scale Gaussian Process Regression Jun Wei Ng M. Deisenroth 73 51 0 09 Dec 2014
Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions Yanshuai Cao David J. Fleet 69 186 0 28 Oct 2014
A sharp adaptive confidence ball for self-similar functions Richard Nickl Botond Szabó 64 36 0 16 Jun 2014
Robust and Scalable Bayes via a Median of Subset Posterior Measures Stanislav Minsker Sanvesh Srivastava Lizhen Lin David B. Dunson 116 110 0 11 Mar 2014
Communication Efficient Distributed Optimization using an Approximate Newton-type Method Ohad Shamir Nathan Srebro Tong Zhang 103 557 0 30 Dec 2013
Frequentist coverage of adaptive nonparametric Bayesian credible sets Botond Szabó Van der Vaart V. Zanten 107 159 0 16 Oct 2013
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 121 743 0 16 Oct 2013
Bayes procedures for adaptive inference in inverse problems for the white noise model B. Knapik Botond Szabó A. van der Vaart J. H. Zanten 71 81 0 17 Sep 2012
Honest adaptive confidence bands and self-similar functions Adam D. Bull 83 68 0 22 Oct 2011
Bayesian inverse problems with Gaussian priors B. Knapik A. van der Vaart J. H. Zanten 114 228 0 14 Mar 2011
Confidence bands in density estimation Evarist Giné Richard Nickl 264 177 0 25 Feb 2010
Bayesian inference with rescaled Gaussian process priors A. van der Vaart Harry Van Zanten 221 90 0 19 Oct 2007