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Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks.
Josh W. Nevin
Sam Nallaperuma
Seb J. Savory
Published in:
CoRR (2022)
Keyphrases
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parameter estimation
communication networks
gaussian process
model selection
wireless communication
hyperparameters
approximate inference
smart grid
em algorithm
regression model
cross validation
maximum likelihood
computer networks
least squares
network structure
distributed databases
latent variables
expectation maximization
data transmission
base station
wireless channels
bayesian framework
sample size
markov random field
machine learning
image processing
data mining