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A Scalable Bootstrap for Massive Data

21 December 2011

Papers citing "A Scalable Bootstrap for Massive Data"

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Title
A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning Joon Kwon Guillaume Lecué M. Lerasle 43 2 0 06 Dec 2018
Quantile Regression Under Memory Constraint Xi Chen Weidong Liu Yichen Zhang 99 119 0 18 Oct 2018
Fitting Probabilistic Index Models on Large Datasets Han Bossier Gustavo Amorim J. D. Neve O. Thas 18 0 0 17 Aug 2018
Scalable Bayesian Nonparametric Clustering and Classification Yang Ni Peter Muller M. Diesendruck Sinead Williamson Yitan Zhu Yuan Ji 57 27 0 07 Jun 2018
A Uniform-in- $P$ Edgeworth Expansion under Weak Cramér Conditions Kyungchul Song 8 1 0 04 Jun 2018
Distributed Statistical Inference for Massive Data Songxi Chen Liuhua Peng 53 27 0 29 May 2018
Approximate Newton-based statistical inference using only stochastic gradients Tianyang Li Anastasios Kyrillidis Liu Liu Constantine Caramanis 65 6 0 23 May 2018
Method G: Uncertainty Quantification for Distributed Data Problems using Generalized Fiducial Inference Randy C. S. Lai Jan Hannig Thomas C. M. Lee FedML 28 3 0 18 May 2018
Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method Rong Zhu Jiming Jiang 15 0 0 10 Apr 2018
Adaptive distributed methods under communication constraints Botond Szabó Harry Van Zanten 80 24 0 03 Apr 2018
Statistical Validity and Consistency of Big Data Analytics: A General Framework B. Karmakar I. Mukhopadhyay 26 1 0 29 Mar 2018
Divide and Recombine for Large and Complex Data: Model Likelihood Functions using MCMC Qi Liu A. Bhadra W. Cleveland 28 0 0 15 Jan 2018
A Random Sample Partition Data Model for Big Data Analysis Salman Salloum Yulin He J. Huang Xiaoliang Zhang Tamer Z. Emara Chenghao Wei Heping He 51 73 0 12 Dec 2017
Randomized incomplete $U$ -statistics in high dimensions Xiaohui Chen Kengo Kato 84 42 0 03 Dec 2017
Bootstrapped synthetic likelihood R. Everitt 231 14 0 15 Nov 2017
Fast and General Model Selection using Data Depth and Resampling S. Majumdar Snigdhansu Chatterjee 10 1 0 08 Jun 2017
Bayesian Bootstraps for Massive Data Andrés F. Barrientos Víctor Pena 38 7 0 28 May 2017
Distributed inference for quantile regression processes S. Volgushev Shih-Kang Chao Guang Cheng 546 131 0 21 Jan 2017
Variable Selection with Scalable Bootstrap in Generalized Linear Model for Massive Data Zhibing He Yichen Qin B. Shia Yang Li 35 0 0 06 Dec 2016
Arbres CART et Forêts aléatoires, Importance et sélection de variables Robin Genuer Jean-Michel Poggi 151 10 0 26 Oct 2016
Network Structure Inference, A Survey: Motivations, Methods, and Applications Ivan Brugere Brian Gallagher T. Berger-Wolf 54 81 0 03 Oct 2016
From Dependence to Causation David Lopez-Paz OOD CML 179 26 0 12 Jul 2016
A Massive Data Framework for M-Estimators with Cubic-Rate C. Shi Wenbin Lu Rui Song 269 74 0 24 May 2016
Simple, Scalable and Accurate Posterior Interval Estimation Cheng Li Sanvesh Srivastava David B. Dunson 86 56 0 13 May 2016
Deep Exploration via Bootstrapped DQN Ian Osband Charles Blundell Alexander Pritzel Benjamin Van Roy 127 1,315 0 15 Feb 2016
Nonparametric Heterogeneity Testing For Massive Data Junwei Lu Guang Cheng Han Liu 55 19 0 23 Jan 2016
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server Leonard Hasenclever Stefan Webb Thibaut Lienart Sebastian J. Vollmer Balaji Lakshminarayanan Charles Blundell Yee Whye Teh BDL 183 70 0 31 Dec 2015
Random Forests for Big Data Robin Genuer Jean-Michel Poggi Christine Tuleau-Malot N. Villa-Vialaneix 76 309 0 26 Nov 2015
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 257 2,862 0 18 Nov 2015
A Distributed One-Step Estimator Cheng Huang X. Huo FedML 121 84 0 04 Nov 2015
iotools: High-Performance I/O Tools for R T. Arnold Michael J. Kane Simon Urbanek 11 3 0 30 Sep 2015
Distributed Estimation and Inference with Statistical Guarantees Heather Battey Jianqing Fan Han Liu Junwei Lu Ziwei Zhu 88 83 0 17 Sep 2015
Statistical Inference, Learning and Models in Big Data B. Franke Jean‐François Plante R. Roscher Annie Lee Cathal Smyth ... A. Selvitella Michael M. Hoffman Roger C. Grosse Dieter Hendricks Nancy Reid AI4CE 362 53 0 09 Sep 2015
Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications S. Bruce Zeda Li Hsiang-Chieh Yang S. Mukhopadhyay 26 13 0 15 Aug 2015
A subsampled double bootstrap for massive data Srijan Sengupta S. Volgushev Xiaofeng Shao 263 48 0 05 Aug 2015
Scatter Matrix Concordance: A Diagnostic for Regressions on Subsets of Data Michael J. Kane B. Lewis S. Tatikonda Simon Urbanek 25 0 0 12 Jul 2015
Analyzing statistical and computational tradeoffs of estimation procedures D. Sussman A. Volfovsky E. Airoldi 32 1 0 25 Jun 2015
Online Updating of Statistical Inference in the Big Data Setting E. Schifano Jing Wu C. Wang Jun Yan Ming-Hui Chen 58 170 0 23 May 2015
Robust, scalable and fast bootstrap method for analyzing large scale data Shahab Basiri Esa Ollila V. Koivunen 23 29 0 09 Apr 2015
Statistical Methods and Computing for Big Data Chun Wang Ming-Hui Chen E. Schifano Jing Wu Jun Yan 85 129 0 27 Feb 2015
Software Alchemy: Turning Complex Statistical Computations into Embarrassingly-Parallel Ones N. Matloff FedML 35 21 0 19 Sep 2014
Consistency of random forests Erwan Scornet Gérard Biau Jean-Philippe Vert 201 520 0 12 May 2014
Robust and Scalable Bayes via a Median of Subset Posterior Measures Stanislav Minsker Sanvesh Srivastava Lizhen Lin David B. Dunson 132 110 0 11 Mar 2014
On statistics, computation and scalability Michael I. Jordan 302 110 0 30 Sep 2013
On nonnegative unbiased estimators Pierre E. Jacob Alexandre Hoang Thiery 175 67 0 25 Sep 2013
Parallel Bayesian Additive Regression Trees M. Pratola H. Chipman J. Gattiker D. Higdon R. McCulloch W. Rust 93 81 0 07 Sep 2013
B-tests: Low Variance Kernel Two-Sample Tests Wojciech Zaremba Arthur Gretton Matthew Blaschko 121 23 0 08 Jul 2013
Randomized maximum-contrast selection: subagging for large-scale regression Jelena Bradic 70 13 0 14 Jun 2013
Model-based clustering of large networks D. Vu David R. Hunter M. Schweinberger 90 66 0 01 Jul 2012
The Big Data Bootstrap Ariel Kleiner Ameet Talwalkar Purnamrita Sarkar Michael I. Jordan 150 150 0 27 Jun 2012