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Overfitting in Bayesian Optimization: an empirical study and early-stopping solution.
Anastasia Makarova
Huibin Shen
Valerio Perrone
Aaron Klein
Jean Baptiste Faddoul
Andreas Krause
Matthias W. Seeger
Cédric Archambeau
Published in:
CoRR (2021)
Keyphrases
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early stopping
optimization method
stochastic gradient descent
data sets
optimization algorithm
closed form
learning algorithm
bayesian networks
optimal solution
knn
cross validation