Scaling Laws for Hyperparameter Optimization.

Arlind Kadra Maciej Janowski Martin Wistuba Josif Grabocka

Published in: NeurIPS (2023)

Keyphrases

global optimization
optimization problems
model selection
optimization process
optimization algorithm
optimization method
optimization methods
discrete optimization
optimization strategies
real time
genetic algorithm
learning algorithm
maximum a posteriori
optimal design
grid search