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Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data.
Yuya Okadome
Yutaka Nakamura
Yumi Shikauchi
Shin Ishii
Hiroshi Ishiguro
Published in:
ICANN (2013)
Keyphrases
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uniformly distributed
gaussian process regression
random numbers
input data
prior knowledge
missing data
closed form
data distribution
data analysis
data sets
data points
prior information
similarity measure
pairwise
cross validation
data structure
pseudorandom
training data
covariance function