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Gaussian processes at the Helm(holtz): A more fluid model for ocean currents.
Renato Berlinghieri
Brian L. Trippe
David R. Burt
Ryan James Giordano
Kaushik Srinivasan
Tamay M. Özgökmen
Junfei Xia
Tamara Broderick
Published in:
ICML (2023)
Keyphrases
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gaussian processes
fluid model
stochastic model
gaussian process
steady state
queueing networks
arrival rate
state dependent
queueing systems
gaussian process regression
human pose estimation
heavy traffic
gaussian process models
hyperparameters
probability distribution
independent and identically distributed
neural network
multi task
noise level
closed form
random variables
supply chain
special case
feature selection
covariance function