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Penalized solutions to functional regression problems.
Jaroslaw Harezlak
Brent A. Coull
Nan M. Laird
Shannon R. Magari
David Christiani
Published in:
Comput. Stat. Data Anal. (2007)
Keyphrases
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regression problems
linear regression
genetic programming
cross validation
least squares
input space
random forests
high dimensional data
maximum likelihood
model selection
support vector machine
pairwise
decision trees
loss function
hyperparameters
lower bound
learning machines
optimal solution