Cost Effective Optimization for Cost-related Hyperparameters.

Qingyun Wu Chi Wang Silu Huang

Published in: CoRR (2020)

Keyphrases

cost effective
cost effectiveness
hyperparameters
low cost
support vector
cross validation
model selection

incomplete data
bayesian framework
closed form
prior information
grid search
random sampling

bayesian inference
sample size
noise level
data sets
maximum a posteriori
maximum likelihood

active learning
optimal solution
decision trees
gaussian processes
parameter optimization
real time