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Gaussian process
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#	Item
211	Learning a Gaussian Process Prior for Automatically Generating Music Playlists John C. Platt Christopher J. C. Burges Steven Swenson Add to Reading List Source URL: alicezheng.org Language: English - Date: 2013-11-10 20:05:08 Kernel Playlist Support vector machine Positive-definite kernel Gaussian process Perceptron Statistics Mathematics Hilbert space
212	Most Likely Heteroscedastic Gaussian Process Regression Kristian Kersting [removed] CSAIL, Massachusetts Institute of Technology, 32 Vassar Street, Cambridge, MA, [removed], USA Christian Plagemann Add to Reading List Source URL: www.service-robotik-initiative.de Language: English - Date: 2007-11-05 10:05:33 Estimation theory Parametric statistics Time series analysis Linear regression Heteroscedasticity Homoscedasticity Mean squared error Errors and residuals in statistics Least squares Statistics Regression analysis Econometrics
213	Efficient Failure Detection on Mobile Robots Using Particle Filters with Gaussian Process Proposals Christian Plagemann 1 Dieter Fox 2 Add to Reading List Source URL: www.service-robotik-initiative.de Language: English - Date: 2007-11-05 10:06:33 Electronic engineering Control theory Robot control Linear filters Monte Carlo methods Particle filter Recursive Bayesian estimation Gaussian process Collision Statistics Signal processing Estimation theory
214	Gaussian Beam Processes: A Nonparametric Bayesian Measurement Model for Range Finders Christian Plagemann Kristian Kersting Add to Reading List Source URL: www.service-robotik-initiative.de Language: English - Date: 2007-11-05 10:05:11 Gaussian beam Normal distribution Maximum likelihood Kriging Expectation–maximization algorithm Kalman filter Gaussian function Statistics Estimation theory Gaussian process
215	Package ‘lgcp’ July 2, 2014 Maintainer Benjamin M. Taylor License GPL-2 \| GPL-3 Title Log-Gaussian Cox Process Type Package Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 12:17:46 R Debian Share-alike Software Methodology Free software
216	tgp: an R package for Bayesian nonstationary, semiparametric nonlinear regression and design by treed Gaussian process models Robert B. Gramacy Booth School of Business The University of Chicago Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 16:43:03 Bayesian statistics Actuarial science Bayesian inference Bayesian linear regression Gaussian process Linear regression Normal distribution Kriging Statistics Regression analysis Econometrics
217	Supplement of Geosci. Model Dev., 7, 1933–1943, 2014 http://www.geosci-model-dev.net[removed]doi:[removed]gmd[removed]supplement © Author(s[removed]CC Attribution 3.0 License. Supplement of Add to Reading List Source URL: www.geosci-model-dev.net Language: English - Date: 2014-09-09 02:16:40 Linear regression Identifiability Regression analysis Gaussian process Likelihood function Statistics Estimation theory Maximum likelihood
218	Σ-Optimality for Active Learning on Gaussian Random Fields Yifei Ma Machine Learning Department Carnegie Mellon University [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-09-10 18:51:31 Design of experiments Optimal design Quality Submodular set function Breadth-first search Markov random field Gaussian process Mathematical optimization Reinforcement learning Statistics Operations research Search algorithms
219	Categorical inputs, sensitivity analysis, optimization and importance tempering with tgp version 2, an R package for treed Gaussian process models Matthew Taddy Booth School of Business Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 16:43:03 Sensitivity analysis Dummy variable Nonparametric regression Function Linear regression Bayesian linear regression Statistics Regression analysis Econometrics
220	Package ‘tgp’ July 2, 2014 Title Bayesian treed Gaussian process models Version 2.4-9 Date 2013-04-01 Author Robert B. Gramacy and Matt A. Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2015-02-19 19:42:52 Business intelligence Bayesian statistics Geostatistics Kriging Nonparametric regression Linear regression Gaussian process Bayesian linear regression ADAPA Statistics Regression analysis Econometrics

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