Optuna: A Next-generation Hyperparameter Optimization Framework.

Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama

Published in: KDD (2019)

Keyphrases

database
main contribution
optimization problems
global optimization
artificial intelligence
multi agent systems
artificial neural networks
evolutionary algorithm
prior knowledge
model selection
lightweight
optimization methods
constrained optimization
gaussian processes