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Sequential Gaussian Processes for Online Learning of Nonstationary Functions.
Michael Minyi Zhang
Bianca Dumitrascu
Sinead A. Williamson
Barbara E. Engelhardt
Published in:
IEEE Trans. Signal Process. (2023)
Keyphrases
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non stationary
gaussian processes
online learning
covariance function
gaussian process
gaussian process regression
random fields
e learning
multi task
bayesian framework
human pose estimation
active learning
hyperparameters
preference learning
learning algorithm
cross validation
gaussian markov random fields