Fast Gaussian Process Regression for Big Data

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Fast Gaussian Process Regression for Big Data

17 September 2015

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Papers citing "Fast Gaussian Process Regression for Big Data"

11 / 11 papers shown

Title
A Statistical Machine Learning Approach to Yield Curve Forecasting R. Sambasivan Sourish Das AI4TS 31 22 0 04 Mar 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 809 38,961 0 09 Mar 2016
Distributed Gaussian Processes M. Deisenroth Jun Wei Ng GP 73 341 0 10 Feb 2015
Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions Yanshuai Cao David J. Fleet 44 186 0 28 Oct 2014
Minimax-optimal nonparametric regression in high dimensions Yun Yang S. Tokdar 78 93 0 28 Jan 2014
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 107 1,235 0 26 Sep 2013
Bayesian Manifold Regression Yun Yang David B. Dunson 66 79 0 03 May 2013
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 262 395 0 02 Mar 2013
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 75 609 0 18 Feb 2013
The Big Data Bootstrap Ariel Kleiner Ameet Talwalkar Purnamrita Sarkar Michael I. Jordan 133 150 0 27 Jun 2012
Adaptive Bayesian estimation using a Gaussian random field with inverse Gamma bandwidth Van der Vaart V. Zanten 117 254 0 25 Aug 2009