Local Gaussian Process Approximation for Large Computer Experiments von Gramacy, Robert B., Apley, Daniel W.

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laGP : Large-Scale Spatial Modeling via Local Approximate Gaussian Processes in R von Gramacy, Robert B.

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A Case Study Competition Among Methods for Analyzing Large Spatial Data von Heaton, Matthew J., Datta, Abhirup, Finley, Andrew O., Furrer, Reinhard, Guinness, Joseph, Guhaniyogi, Rajarshi, Gerber, Florian, Gramacy, Robert B., Hammerling, Dorit, Katzfuss, Matthias, Lindgren, Finn, Nychka, Douglas W., Sun, Furong, Zammit-Mangion, Andrew

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A Brief History of Long Memory: Hurst, Mandelbrot and the Road to ARFIMA, 1951–1980 von Graves, Timothy, Gramacy, Robert, Watkins, Nicholas, Franzke, Christian

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Robust expected improvement for Bayesian optimization von Christianson, Ryan B., Gramacy, Robert B.

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Analyzing Stochastic Computer Models: A Review with Opportunities von Baker, Evan, Barbillon, Pierre, Fadikar, Arindam, Gramacy, Robert B., Herbei, Radu, Higdon, David, Huang, Jiangeng, Johnson, Leah R., Ma, Pulong, Mondal, Anirban, Pires, Bianica, Sacks, Jerome, Sokolov, Vadim

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Bayesian Treed Gaussian Process Models With an Application to Computer Modeling von Gramacy, Robert B, Lee, Herbert K. H

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Speeding Up Neighborhood Search in Local Gaussian Process Prediction von Gramacy, Robert B., Haaland, Benjamin

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Locally induced Gaussian processes for large-scale simulation experiments von Cole, D. Austin, Christianson, Ryan B., Gramacy, Robert B.

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Modeling an Augmented Lagrangian for Blackbox Constrained Optimization von Gramacy, Robert B., Gray, Genetha A., Le Digabel, Sébastien, Lee, Herbert K. H., Ranjan, Pritam, Wells, Garth, Wild, Stefan M.

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hetGP : Heteroskedastic Gaussian Process Modeling and Sequential Design in R von Binois, Mickaël, Gramacy, Robert B.

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Traditional kriging versus modern Gaussian processes for large‐scale mining data von Christianson, Ryan B., Pollyea, Ryan M., Gramacy, Robert B.

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Precision aggregated local models von Edwards, Adam M., Gramacy, Robert B.

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Dynamic Trees for Learning and Design von Taddy, Matthew A., Gramacy, Robert B., Polson, Nicholas G.

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Bayesian quantile regression for single-index models von Hu, Yuao, Gramacy, Robert B., Lian, Heng

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Adaptive Design and Analysis of Supercomputer Experiments von Gramacy, Robert B., Lee, Herbert K. H.

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EXPLOITING VARIANCE REDUCTION POTENTIAL IN LOCAL GAUSSIAN PROCESS SEARCH von Sung, Chih-Li, Gramacy, Robert B., Haaland, Benjamin

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Gaussian Process Single-Index Models as Emulators for Computer Experiments von Gramacy, Robert B., Lian, Heng

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A framework for developing a real-time lake phytoplankton forecasting system to support water quality management in the face of global change von Carey, Cayelan C, Calder, Ryan S D, Figueiredo, Renato J, Gramacy, Robert B, Lofton, Mary E, Schreiber, Madeline E, Thomas, R Quinn

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On‐site surrogates for large‐scale calibration von Huang, Jiangeng, Gramacy, Robert B., Binois, Mickaël, Libraschi, Mirko

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