Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?

Romain Egele Isabelle Guyon Yixuan Sun Prasanna Balaprakash

Published in: ESANN (2023)

Keyphrases

constrained optimization
optimization algorithm
optimization process
optimization problems
global optimization
case study
bi level
data sets
databases
decision trees
training set
maximum likelihood
visual quality
maximum a posteriori
gaussian processes
evolution strategy