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A flexible approach to inference in semiparametric regression models with correlated errors using Gaussian processes.
Heping He
Thomas A. Severini
Published in:
Comput. Stat. Data Anal. (2016)
Keyphrases
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regression model
semi parametric
gaussian processes
gaussian process
dirichlet process
model selection
linear model
multi task learning
statistical inference
approximate inference
hyperparameters
bayesian inference
multi task
feature selection
cross validation
support vector regression