Improving Model Training with Multi-fidelity Hyperparameter Evaluation.

Yimin Huang Yujun Li Hanrong Ye Zhenguo Li Zhihua Zhang

Published in: MLSys (2022)

Keyphrases

prior knowledge
formal model
computational model
management system
simulation model
mathematical model
statistical model
test data
parameter values
high level
prediction model
conceptual model
experimental data
theoretical framework
probabilistic model
cost function
multiscale