Chiwoo Park
5 papers · 2011–2022 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Keywords
gaussian process regression
(4)
local regression
(3)
spatial data
(2)
local partitioning
(2)
covariance function
(1)
predictive variance
(1)
local computation
(1)
piecewise regression
(1)
regression function
(1)
local gaussian process
(1)
finite element method
(1)
boundary constraint
(1)
boundary continuity
(1)
local approximation
(1)
spatial prediction
(1)
non-stationary feature
(1)
gaussian process
(1)
matlab toolbox
(1)
nonparametric regression
(1)
domain decomposition
(1)
Papers
Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions
JMLR 2022
Patchwork Kriging for Large-scale Gaussian Process Regression
JMLR 2018
Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes
JMLR 2016
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression
JMLR 2012
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets
JMLR 2011