On statistics, computation and scalability

30 September 2013

Papers citing "On statistics, computation and scalability"

16 / 16 papers shown

Title
Parallel-and-stream accelerator for computationally fast supervised learning Emily C. Hector Lan Luo P. Song 26 6 0 29 Oct 2021
Expanding the scope of statistical computing: Training statisticians to be software engineers A. Reinhart Christopher R. Genovese 24 9 0 30 Dec 2019
Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning Robin Vogel A. Bellet Stephan Clémençon Ons Jelassi Guillaume Papa 23 1 0 21 Jun 2019
Goodness-of-Fit Tests for Large Datasets Taras Lazariv C. Lehmann 18 9 0 23 Oct 2018
Toward Understanding the Impact of Staleness in Distributed Machine Learning Wei-Ming Dai Yi Zhou Nanqing Dong Huatian Zhang Eric Xing 67 82 0 08 Oct 2018
Robust classification via MOM minimization Guillaume Lecué M. Lerasle Timlothée Mathieu 107 50 0 09 Aug 2018
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation Stanislav Minsker Nate Strawn 83 67 0 09 Apr 2017
Statistical and Computational Tradeoff in Genetic Algorithm-Based Estimation Manuel Rizzo F. Battaglia 41 2 0 25 Mar 2017
Distributed inference for quantile regression processes S. Volgushev Shih-Kang Chao Guang Cheng 534 131 0 21 Jan 2017
Quasi-stationary Monte Carlo and the ScaLE Algorithm M. Pollock Paul Fearnhead A. M. Johansen Gareth O. Roberts 98 18 0 12 Sep 2016
Fast Algorithms for Segmented Regression Jayadev Acharya Ilias Diakonikolas Jerry Li Ludwig Schmidt 75 33 0 14 Jul 2016
Random Forests for Big Data Robin Genuer Jean-Michel Poggi Christine Tuleau-Malot N. Villa-Vialaneix 76 309 0 26 Nov 2015
Optimal prediction for sparse linear models? Lower bounds for coordinate-separable M-estimators Yuchen Zhang Martin J. Wainwright Michael I. Jordan 162 43 0 11 Mar 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
Sketch and Validate for Big Data Clustering Panagiotis A. Traganitis Konstantinos Slavakis G. Giannakis 41 29 0 22 Jan 2015
Ergodicity of Approximate MCMC Chains with Applications to Large Data Sets Natesh S. Pillai Aaron Smith 99 59 0 01 May 2014