Use of Static Surrogates in Hyperparameter Optimization.

Dounia Lakhmiri Sébastien Le Digabel

Published in: Oper. Res. Forum (2022)

Keyphrases

optimization problems
optimization algorithm
global optimization
objective function
optimization methods
optimization process
discrete optimization
database
databases
bayesian networks
active learning
model selection
gaussian process
constrained optimization
gaussian processes