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The copyright to the computer codes provided below is held by the respective owners identified therein. The codes may be used for academic and non-commercial purposes without charge, provided proper attribution to the source (the cited journal article and this website) is given. Any commercial use, distribution, or modification of the codes is strictly prohibited without the prior written consent of the copyright holders.
Active Learning of Piecewise Gaussian Process Surrogates
Active Learning of Piecewise Gaussian Process Surrogates
Park, C., Waelder, R., Kang, B., Maruyama, B., Hong, S. & Gramacy, R.B. (2024) Active Learning of Piecewise Gaussian Process Surrogates. Submitted.
Copyright ©2024 reserved to Chiwoo Park (chiwpark@uw.edu)
Copyright ©2025 reserved to Yang Xu (yxu59@uw.edu)
GP Surrogates for Piecewise Continuous Responses of Physical or Computer Experiments
GP Surrogates for Piecewise Continuous Responses of Physical or Computer Experiments
Park, C. (2022) Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions. Journal of Machine Learning Research. 23(178),1-37.
Copyright ©2022 reserved to Chiwoo Park (chiwpark@uw.edu)
Copyright ©2025 reserved to Yang Xu (yxu59@uw.edu)
Variable Selection for Gaussian Process Surrogates
Variable Selection for Gaussian Process Surrogates
Image/Video Analysis Toolkits for Material Imaging
Image/Video Analysis Toolkits for Material Imaging
Data Science for Nano Image Analysis, 2021, Springer Nature.
Copyright ©2021 reserved to Chiwoo Park (chiwpark@uw.edu)
Patchwork Kriging for Largescale GP
Patchwork Kriging for Largescale GP
Version 3: Journal of Machine Learning Research 19(7): 1-43
Copyright ©2019 reserved to Chiwoo Park (chiwpark@uw.edu)
Version 2: Journal of Machine Learning Research 17(174):1-29
Copyright ©2018 reserved to Chiwoo Park (chiwpark@uw.edu)
Version 1: Journal of Machine Learning Research, 12, 1697-1728
Copyright ©2013 reserved to Chiwoo Park (chiwpark@uw.edu)
Mixture Model for Linear-Circular Regression
Mixture Model for Linear-Circular Regression
Statistical Modelling 21 (3): 220-243
Copyright ©2021 reserved to Chiwoo Park (chiwpark@uw.edu)
Robust Regression for Background Subtraction
Robust Regression for Background Subtraction
Pattern Recognition 81: 224-239
Copyright ©2019 reserved to Chiwoo Park (chiwpark@uw.edu)
Segmentation and Inference of Overlapping Convex Shapes
Segmentation and Inference of Overlapping Convex Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(3), 669-681
Copyright ©2013 reserved to Chiwoo Park (chiwpark@uw.edu)
Estimating Multiple Pathways of Object Growth with Image Data
Estimating Multiple Pathways of Object Growth with Image Data
Technometrics, 56(2), 186-199
Copyright ©2014 reserved to Chiwoo Park (chiwpark@uw.edu)
Minimum Volume Set Approach for Anomaly Detection
Minimum Volume Set Approach for Anomaly Detection
Operations Research, 58(5), 1469-1480
Copyright ©2010 reserved to Chiwoo Park (chiwpark@uw.edu)
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