Optuna: A Next-generation Hyperparameter Optimization Framework.

Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama

Published in: CoRR (2019)

Keyphrases

main contribution
case study
probabilistic model
multiscale
optimization scheme
database
search engine
global optimization
bayesian framework